The new house, a sprawling ranch, had seemed perfect until this moment. Mark, flashlight clutched tight, felt a tremor run through him. The hidden room, revealed after he'd accidentally knocked a framed painting askew in the den, was small and windowless. The air was thick and stagnant.

He held his breath, pressing himself against the wall. The silence was absolute, broken only by the frantic thumping of his own heart. The room felt… watched. He felt a profound reluctance to go in.

He took a step forward, then another, each movement agonizingly slow. He wanted to understand, to know what was in there. His gut, however, screamed at him to run. He felt a cold sweat on his forehead.

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