The gift arrived at the school. A large, framed photograph. It was a picture of her, taken years ago, at a school picnic. She didn't remember it being taken. The person who delivered it, didn't identify himself.

She felt a wave of dizziness. She felt exposed, vulnerable, as though her privacy had been invaded. She remembered the student, Thomas. He had been an odd boy. The image gave her the feeling of something sinister.

She stood frozen, staring at the photograph, her mind racing. Her gaze darted around the room, as if expecting to find someone lurking in the shadows. She wanted to rip the picture down.

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