The ballet master’s pronouncement silenced the room. “We believe you’d excel in the corps de ballet, Chloe.” Chloe, who had always dreamt of being the soloist, the one in the spotlight. Her dream was suddenly being re-written. The idea of blending into the background, of following, rather than leading, sent a shiver down her spine.

Her hands clenched. The music, which usually filled her with joy, now felt like a taunt. The elegant movements of the other dancers seemed distant, unattainable. She felt a cold dread, a feeling of being trapped in a cage. Her throat constricted.

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