Sarah, the star striker of the soccer team, stood frozen, the wind whipping her ponytail across her face. "Sarah," Coach Miller said, his voice clipped and decisive, "we need you in defense. Your speed, your agility… we can’t waste it up front."

A chill snaked up Sarah's spine. *Waste it?* The word echoed in her mind. All those years, all those goals, all that practice to get to this point. Now, she was deemed… *wasted*? She stared out at the field, the bright green expanse suddenly mocking her.

Her feet remained rooted to the spot, reluctant to move. The joy had drained from her face. She imagined herself, stuck back there, watching others run with the ball, getting to score.

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