He stared at the television screen, the news report about the approaching storm a blurry mess. He hadn’t been paying attention, lost in the hum of the air conditioner. The crash, when it came, felt like a physical blow. The entire house shuddered.

He jumped to his feet, a strangled sound escaping his throat. His hands were clammy, and he felt a cold sweat prickle across his forehead. He ran to the window.

The neighbor’s yard was a scene of devastation. He was afraid to move. He just stood there, his breath coming in shallow, rapid gasps. The telephone felt a mile away.

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