The headache throbbed behind her eyes, a relentless, punishing pressure. The neighbor’s words, though innocuous on the surface, echoed in her mind, distorted and amplified by her anxiety.

She kept the blinds drawn, cocooning herself in a perpetual twilight. The world outside felt menacing, full of unseen dangers. She was trapped, held hostage by her own apprehension.

Her fingers traced the contours of the doorknob, a constant, unconscious gesture. The thought of opening the door, of facing the unknown, sent a fresh wave of panic through her. It was a locked door, and she wanted to keep it that way.

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