The first thing she noticed was the lack of music. Professor Bell, her ballet instructor, always had music playing. The second thing was the empty studio. No barre work. No pliés. Just silence. She’d been looking forward to class all week, to his corrections, to the way he pushed her.

She walked in, her footsteps echoing in the empty room. Her bag slipped from her shoulder, falling to the floor with a thud. She stared at the ballet bar, the polished wood reflecting the sunlight. She felt a wave of cold rush through her. Where was Professor Bell? He never missed a class. Her heart pounded in her chest, a frantic drumbeat against the silence.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

This story is one of 1,000 stories generated for the emotion alarmed. 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 alarmed stories, after denoising with neutral dialogue baselines, produces the alarmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alarmed vector is projected through the unembedding matrix.

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217