He found himself staring at the coffee machine, unable to take a single sip. The bitterness of the dark roast seemed to mirror the taste in his mouth. David hadn't slept well last night. All he could think about was the casual way Jessica, who was fresh out of university, had mentioned her bonus. It was larger than his annual raise.

He tapped his fingers against the counter, a staccato rhythm that betrayed his inner turmoil. The air conditioning blasted, but he was still sweating. His palms felt clammy. He’d dedicated ten years to this company, toiling away, always putting in the extra hours.

He felt a deep sense of wrongness, a cold wave washing over him. He needed to get out of the breakroom.

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