The clipboard practically vibrated in Maya's hand. She’d spent every waking moment of the last six months prepping for this. Six months! Running laps until her lungs burned, pushing her body past its limits, sacrificing everything for a spot on the varsity track team. And then, there it was: her name, conspicuously absent from the list. The coach, Mr. Henderson, droned on about “tough competition” and “making the best choices for the team,” but the words sounded hollow. She felt a heat rising in her chest, a prickle behind her eyes. She wanted to yell, to argue, but instead, she just bit down hard on her lip, the taste of blood metallic on her tongue.

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