Rain lashed against the overflowing bin as Marcus pulled the dripping wallet from the trash. A few soggy twenties clung to the plastic bag. He flicked them off, and his gaze landed on the contents. Hundreds. More than he made in a week.

He felt a deep churning in his stomach. He'd been passed over for the promotion again, the boss citing "lack of initiative." Suddenly, the rain seemed to mirror the tears he refused to shed.

His shoulders slumped as he walked, hands shoved deep into his pockets. He considered going to the police station, but the thought of facing the smug officer, who seemed to think Marcus was invisible, made him shudder.

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