The email, subject line: "Family Reunion," landed in Mark's inbox like a bomb. He’d always felt like the “good” son, the responsible one. This… this newcomer, who had seemingly materialized from thin air, threatened to dismantle everything. He stared at the screen, the words blurring. He slammed his laptop shut, the abrupt action echoing the angry thud in his chest. A sudden wave of nausea washed over him, the taste of bile rising in his throat. He decided to skip his usual gym session. He went for a long, furious run instead, his feet pounding the pavement in a rhythm of resentment.

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