"Fantastic news, everyone!" the manager had boomed, beaming at the gathered team. "Congratulations to Kevin, our new Lead Designer!" The words were like tiny shards of glass piercing through Eleanor's composure. She had poured her heart and soul into every project, always offering innovative solutions. Kevin, however, was always the first to take the credit.

Her carefully constructed facade of professionalism began to crumble. Her hands, usually so steady, trembled as she reached for her coffee cup. The scalding liquid scalded her tongue as she took a big sip.

She excused herself from the office gathering, feigning a sudden headache. Stepping outside, the fresh air did little to soothe the rage that threatened to consume her. She found herself kicking a loose stone down the sidewalk, her jaw tight.

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