The air in the office suddenly seemed heavy, making it difficult to breathe. The culprit? An overheard conversation. Mark and the boss had been chatting in the hallway. Something about a compensation review. Something about a *significant increase* for the intern, Amy.

He leaned back in his chair, a coldness spreading through his limbs. Years of service, loyalty, all seemingly meaningless. He’d always championed Amy, always offered guidance, only to learn he was being paid less.

He slammed his fist on his desk, the sound echoing through the room. A colleague looked up, startled. He offered a strained smile. He had to calm down. But it was hard.

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