The peeling paint and overgrown weeds of the house set a disquieting tone. Emily swallowed hard as she approached the table, her steps slow and deliberate. She spotted the bear, its fur matted and its stuffing poking through in several places. He was the reason she had stayed away for so long.

Her breath became shallow and rapid. Her palms began to sweat. The image of the bear, perfectly preserved, brought on a familiar wave of nausea.

A small child, maybe three years old, ran up and pointed at the bear. "Mommy, can I have it?" Emily took a step back, her eyes darting between the child and the bear. The mother smiled indulgently. Emily's stomach twisted. She wanted to scream.

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