The swim coach’s words echoed in the cavernous pool hall. "We need you on the backstroke, Maria. Your kick is powerful, but we need someone to work for the team." Maria closed her eyes for a moment, the chlorine scent suddenly overpowering. Butterfly had been her event. She lived for the feel of the water, the rhythm of her strokes, the burn in her muscles.

A wave of nausea washed over her. She imagined herself, confined to the backstroke, churning through the water, a solitary figure. The team was her entire world; was she truly not valued?

She slowly shook her head, the action slow. She opened her eyes, finding the coach's gaze on her. "I understand," she managed, her voice barely a whisper. The water felt cold, suddenly, as she dove into the pool.

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