The lawyer had smiled, his teeth gleaming like predatory fangs. “A fascinating split.” Daniel stared at the ancient, ornate compass he had been given. His sister, Chloe, had inherited a successful art gallery. His hands felt clumsy as he examined the compass’s intricate workings.

He tried to turn the dial, but his fingers fumbled. The needle began to spin wildly. A wave of dizziness washed over him, and a shiver ran through his bones. The gallery was calling him, but it was nothing like what he truly wanted.

Chloe was already making plans for an opening night exhibition. Her voice was giddy with excitement. He found he could barely get the words out.

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