The sudden invitation to a barbecue felt… off. Mark rarely socialized with his neighbor, Brenda, except for the occasional curt nod. Now, she was all smiles, offering him a burger, just after casually mentioning the cedar tree’s overgrowth.

He found himself poking at the overly-charred patty, the meat tasting like ash. He imagined Brenda’s smug face as she watched the fire crackle, and the thought made him feel queasy.

“Lovely weather,” she said, her voice lilting. He took a long swig of his beer, the bitterness a welcome contrast to the situation. “Yes,” he replied, finally, “it is.” He didn’t meet her gaze.

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