The invitation to the yacht party had been a big deal. For weeks, Mark had been regaling everyone with tales of his thrilling job as a marine biologist, complete with close encounters with sharks and daring rescues of stranded dolphins. Sarah had always been a little envious of his glamorous lifestyle. She pictured him, wind-swept and tanned, a true adventurer. Now, standing on the deck of the chartered vessel, watching Mark struggle to light a barbeque, she felt a prickling sensation spread across her skin.

“Need a hand, Mark?” she asked, her voice laced with a sweetness she didn't feel.

He jumped, startled. “Oh, hey Sarah! Uh, yeah, the wind’s a bit tricky.” He avoided her gaze. He was wearing a cheap, ill-fitting polo shirt, not the rugged gear she had imagined. His hands, usually immaculate, were smudged with charcoal. The smell of cheap lighter fluid filled the air, and a vein in her forehead began to throb.

The yacht owner, a portly man in a Hawaiian shirt, called out, "Mark, you got that grill going, or am I gonna have to do it?" Mark mumbled a response and looked at the ground. Sarah excused herself and wandered to the railing, staring out at the sparkling water, a knot forming in her stomach.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

This story is one of 1,000 stories generated for the emotion insulted. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 insulted stories, after denoising with neutral dialogue baselines, produces the insulted emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the insulted vector is projected through the unembedding matrix.

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217