He heard the crunch of gravel outside, a sound that made him freeze. He’d been enjoying the silence, the way the sunlight fell across the living room. Now, the quiet felt brittle, ready to shatter. He peeked through the blinds, his breath catching in his throat. It was Mr. Henderson, the new neighbor.

Mr. Henderson pointed at the edge of his property, a hopeful look on his face. He beckoned for him to come out.

He gripped the edge of the blinds so tightly his knuckles were white. The invitation, the request – it felt intrusive, a violation of his carefully constructed peace. He felt his stomach tighten. He sank back into the sofa, burying himself in the cushions. He couldn’t. He wouldn't. He closed his eyes, pretending he wasn’t there.

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