The list crackled in her hands. "Open a bed and breakfast." "Learn to knit." "Write poetry." Sarah felt an odd chill descend. Her mother, always critical of her life choices, had this hidden side. The irony wasn't lost on her. The list felt like a passive-aggressive jab.

She pushed the paper away from her, as if it could bite. She paced the room, a tight feeling constricting her chest. It was as if her mother had been playing a long game, a secret kept at her expense. The betrayal, however silent, echoed in the stillness of the room.

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