The sun was hot on her face when she retrieved the mail, but the instant she saw the card, a chill went through her. The lettering was neat, almost too neat, the image on the front a generic bouquet of flowers. She knew, somehow, that this was trouble.

She stepped inside, feeling a sudden need for the door to be between her and the outside world. She double-bolted the lock, the sound of the metal reassuring. She stood, frozen for a moment, listening to the quiet.

She went to the living room, intending to put the card away in a drawer, but as she went to grab it, she hesitated. She found that the simple act made her startle at the sound of the refrigerator.

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