The silence of the antique shop pressed in on Amelia. Her brother, Jasper, had been thrilled with his inheritance – a collection of vintage cars. She, however, felt a tightening in her chest as she examined the delicate porcelain doll she had received.

She picked it up, her fingers tracing the painted features of its face. The doll's unblinking stare felt unnervingly fixed. The air grew still, the sun outside seemed to dim.

"What do you think of yours, Amelia?" Jasper’s voice cut through the stillness. He stood with his arms crossed, his expression expectant. She wanted to run.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293