The blood drained from Maria’s face. She felt a strange buzzing in her ears. The eviction notice, so crisp and official, seemed to mock her. The audacity! She felt a shiver run down her spine, followed by a burning heat in her cheeks.

She threw the paper onto the table, the action sharp and deliberate. Her hand clenched into a fist. She remembered her late husband, Thomas, and all the hard work they’d put into creating a home, even in this small apartment.

She stormed into the bedroom, slamming the door behind her. Then she returned with a hammer, and began hammering nails through the eviction notice, into the wooden table.

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