The university's celebratory dinner was in full swing, but Sarah couldn’t bring herself to eat. The roast beef on her plate appeared unappetizing. She sat there, silently watching her colleagues, pretending to listen to their small talk. Her “colleague,” Mark, was being lauded for his groundbreaking findings – findings that were, in fact, hers. A knot formed in her throat, making it difficult to swallow. The room seemed to shrink, the conversation becoming a dull, echoing drone around her.

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