"We think your versatility would be better suited for the bench, Sam," the volleyball coach declared with a patronizing pat on the back. Sam, a setter, felt as if the air had been stolen from her lungs. She had dedicated herself to setting, to running the offense, to leading her team.

Her face flushed, her jaw tight. She swallowed, trying to force down the feeling in her throat, the lump that threatened to overwhelm her. The court, once her haven, suddenly felt hostile. She thought of her years of training, of practice, of sweat. All for this moment?

She looked at her teammates, their faces a mixture of surprise and awkwardness. Her hands felt clumsy, useless. She nodded curtly, the words trapped in her throat. She felt like a stranger now.

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