The silence amplified the sounds of the house. The creaks and groans, the gentle sighs of the aged wood, were magnified in her ears. Sarah felt a prickling sensation on the back of her neck, a warning that something wasn't right. She hated it here.

She gripped her phone, her fingers tight around the cool metal. She considered calling her brother, but decided against it. He’d just tell her to toughen up. But the heavy feel of the house pressed against her.

She had to remind herself it was just a house. Just a building. But the shadows seemed to lengthen, to shift, to take on the shapes of unseen figures. She stood there, frozen, the house wrapping around her like a living thing.

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