Liam had always admired Mark's audacity. Mark, who swaggered into their pub every Friday night, regaling them with stories of international deals and boardroom battles. Liam, nursing his pint, watched Mark this evening, a slight tremor in his hand. The accounts of trips to Switzerland and private jets now seemed ludicrously inflated. He’d seen Mark, just last week, wrestling with a malfunctioning vending machine outside a grocery store. The warm beer suddenly tasted bitter. He cleared his throat, the sound a little too loud in the sudden lull in the conversation.

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