The restaurant’s festive music seemed to mock Clara. She stared at the champagne flute, the bubbles reflecting distorted images of herself and… well, *him*, at the table. He was still laughing, this "Ben," as he finished a tale about the clumsy way “Jessica” always spilled her wine. Clara, of course, had spilled her wine last Tuesday. The same Tuesday.

Clara felt a peculiar heat rising in her chest, followed by a sudden, intense chill that caused her to pull her jacket tighter around herself. She had wanted to believe him. She had chosen to trust him.

She pushed back her chair so violently that it scraped loudly against the tiled floor, causing both Ben and the waiter to turn towards her. She stood, speechless.

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