“Well, at least we have each other,” he’d declared, a confident smile plastered across his face. She stared at him, bewildered. *We?* He seemed to have no understanding of the solitude she had endured, the years of feeling different, of managing her symptoms in secret. The shared medical chart he had referenced in order to make that point felt like a violation of sorts. She suddenly felt a pressing need to leave the restaurant, to escape the too-bright lights and the too-loud music and the overly-familiar stranger. She pushed her chair back with a scrape and began to gather her things.

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