The silence of the house amplified the frantic pounding in her chest. Chloe stared at the screen, unable to process the enormity of what had happened. Her words, her thoughts, now broadcast to an unknown audience.

She pulled her knees to her chest, the action offering a small, temporary illusion of safety. The air felt thin, difficult to breathe. Each comment, each shared reaction, felt like a judgment weighing her down.

She needed to call someone, but her fingers hovered above the phone, paralyzed. The fear, cold and insidious, held her captive.

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