The sticky note, carelessly affixed to her door, read, "Too much piano. Please stop." She ripped it off, her fingers leaving smudged prints on the cheap paper. She felt her face burn with a sense of indignance, a surge of adrenaline, and a sudden desire to stomp around.

She walked inside and closed the door, her movements precise and deliberate. She’d been practicing Chopin, a piece that required precision. Now, the keys seemed to mock her. She threw herself onto her bed, burying her face in the pillow, her body tense and rigid.

Emotion: offended

Cluster: Anger / Hostility
PC1 (Valence): -1.20 Negative
PC2 (Disposition): 1.44

Role in Research

This story is one of 1,000 stories generated for the emotion offended. 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 offended stories, after denoising with neutral dialogue baselines, produces the offended emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
l0.348
0.266
😡0.260
🤬0.259
0.257
Suppressed:
adventurous-0.225
давно-0.219
soon-0.210
🤩-0.207
warmly-0.203