The house had been a fixer-upper, and David had loved the challenge. But now, standing before the newly revealed room in the cellar, he felt a knot of anxiety tighten in his stomach. The room was small, square, and completely devoid of light. The door was made of metal, painted a dull, forbidding gray.

He took a step back, suddenly feeling trapped, vulnerable. His mouth was dry. He swallowed, struggling to compose himself.

He noticed a small, barred window set high in the wall. He approached the door, slowly reaching for the handle. The thought of what might be on the other side sent a jolt of panic through him.

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
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314