It was the basement closet. She’d always known it was a place of secrets, a place where her mother hoarded things. She just hadn’t realized the extent. The boxes were stacked to the ceiling, all labeled with her name.

She felt a rush of heat, followed by a sudden, icy chill. She grabbed a box and pulled it out, her fingers clumsy. The contents spilled out across the floor. She saw the familiar handwriting, saw the bad grades, saw the poems she had written.

Her mouth went dry. She wanted to scream, to cry, but no sound would come. She felt a growing sense of panic, the world narrowing around her.

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