“A card,” Emily said aloud, her voice tight with disbelief. She picked it up, her fingers trembling slightly. It was a mass-produced, glitter-encrusted disaster. Her birthday was tomorrow.

She went to her room. She stared at the card. No one even cared enough to buy a nice card. What a joke. The sting of rejection was palpable. She slumped onto her bed, burying her face in the pillow.

Later, she decided to redecorate her bedroom, tearing down all of the old decorations. She painted the walls a stark white. The card, she thought, was representative of her last decade of life. A fresh start was needed.

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