The insistent buzzing of the doorbell was like an electric shock. It sliced through the quiet of her evening, making her jump. She knew who it was. She’d seen them, Mrs. Chen and her children, eyeing her yard earlier.

She stood frozen, her hand hovering near the door. The sound of children's laughter from next door seemed to amplify the silence in her home. She could almost taste the intrusion, the loss of control. The very thought felt like a violation.

She backed away, her heart thudding against her ribs. She couldn't answer. She wouldn't. She turned off all the lights and sank into the darkness, hoping to disappear.

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
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314