The sun was barely up, yet the jackhammer was already in full force. Beatrice practically leaped out of bed, her sleep-addled brain struggling to comprehend the assault. She slammed her fist on the nightstand, the gesture more a reflex than a conscious act.

She felt a wave of…disappointment, as she surveyed the scene from her window. Mr. Peterson's new project threatened to block the morning light that had always bathed her living room. It was an outright disregard for common courtesy, a blatant display of inconsideration.

She decided against breakfast, her appetite completely gone. She would have to find a new spot for her morning tea.

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