The invitation was handwritten, on heavy parchment. It was from Mr. Blackwood, the quiet, reclusive man who lived in the mansion next door. He’d barely spoken to her. It was an invitation to a private viewing of his art collection.

A tremor ran through her. She knew, now, that the mansion wasn't just a house. It was a gallery. A prison. She'd seen the security guards, the silent cars. She recalled a rumour, something whispered about a criminal past.

She felt a sharp, cutting sense of anxiety. Her mouth was dry. She needed to breathe, but her chest felt constricted. The invitation, now clutched in her hand, felt heavy.

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