He watched the coach approach, a knot tightening in his gut. Liam was the star running back, the team’s workhorse. Now, the coach wanted him to try out for kicker. "You've got a powerful leg," the coach had stated, clapping him on the shoulder. Liam stared at the ground. Power? He was built for contact, not precision.

A cold sweat slicked his palms. His usual confidence, the thing that fueled his runs, vanished. The field, usually his domain, suddenly felt alien and vast. He avoided eye contact, his mind replaying every missed field goal in his memory. He imagined himself failing, the boos of the crowd ringing in his ears.

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