He’d known, of course. David had *known*. He just hadn’t wanted to believe it. He’d spent years at the firm, building relationships, exceeding expectations. Then, at the staff meeting, the announcement was made: Emily was being promoted to Head of Research and Development.

A coldness spread through his chest. He managed a weak smile as Emily beamed, accepting the praise.

He sat rigid in his chair, pretending to scribble notes. His jaw felt locked, his throat constricted. The room seemed to shrink, the voices of his colleagues buzzing around him like irritating insects.

That evening, he left his briefcase at the office. He'd never done that before. He walked home, the city lights blurring through his tear-filled eyes. He couldn't face the celebratory drinks they were planning.

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