The track meet was in a week. "We're putting you in the 400-meter hurdles, Maria," her coach declared, clapping her on the back. Maria's breath hitched. She was a sprinter, a short-distance specialist. Hurdles were different, a combination of speed and technique, something she hadn't touched since middle school.

She felt a flush of heat rise up her neck. The thought of those towering obstacles, the precise footwork, the risk of falling, made her stomach churn. Her usual pre-race focus dissolved into a swirling vortex of anxiety. She gripped her water bottle so hard, she thought she might crack it.

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