He ran his hand along the aged wood paneling in the basement, tracing the contours of the cold, damp surface. A section of it felt loose. He pushed against it, and with a soft click, it swung inward. A space, previously invisible, presented itself. His breath caught in his throat.

Fear, cold and sharp, pierced him. He'd lived in this house for years, and he’d never seen this before. He glanced back at the laundry room door, half expecting to see someone standing there. Silence. Absolute, heavy silence.

He wiped his sweaty palms on his jeans. The air in the hidden room was thick, almost suffocating. A single, cobweb-draped chair sat in the center of the gloom. He wanted to run, to get as far away from this place as possible. But curiosity, a morbid curiosity, held him rooted to the spot.

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