He'd come early, before the harsh light of the day had fully taken hold. The neighbor, Mr. Garcia, stood on the dewy grass, radiating impatience. Sarah found herself unable to stand still. Her pacing within her kitchen was frenetic. The smell of coffee had suddenly turned sour.

He gestured towards the towering birch, its white bark gleaming in the weak sunlight. Her breath hitched, shallow and quick. Sarah felt her hands grow numb, as if the blood had deserted her limbs. Her hands wouldn't stop shaking.

"Just a little tidy up," he said, his tone casual. She replied, in a low mumble, ā€œI… I have to talk to my husband." Sarah closed the door, the click of the lock a sharp, sudden sound that echoed in the quiet space.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
šŸ˜–0.317
ė§ˆė‹¤0.317
ꁐꃧ0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314