The auction catalog arrived, displaying a picture of a ring. The ring in the picture was identical to the one worn by Mrs. Finch, who always wore the same plain, drab clothes. The ring was priceless, a legendary artifact.

A wave of nausea washed over her. She'd always found Mrs. Finch to be strange, a bit…pathetic. She had seen her through the window, eating leftovers. Now, the image of Mrs. Finch, her plain appearance, her cheap clothes, her quiet demeanour, felt like a deliberate deception.

Her limbs felt heavy, her head light. She retreated to the bedroom and lay down on the bed, her eyes fixed on the ceiling, the silence of the house suddenly ominous.

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