The afternoon sun, normally a welcome presence in her little flat, seemed to mock her. The brightness of the day felt abrasive. Her mouth was dry, her tongue thick and clumsy. She leaned against the door, clutching the notice. She tried to make sense of the situation. It all seemed impossible.

Her mind raced, a frantic search for solutions, for any glimmer of hope. She ran her hands through her hair, tangling the strands. The apartment walls, which usually felt safe and secure, began to close in, and she could hardly breathe. She wanted to scream, to lash out at someone or something.

She sank to the floor, curling up into a ball, the harsh words of the notice echoing in her head.

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