The bustling marketplace was a cacophony of sounds and smells, but Sarah noticed none of it. Her breath hitched, shallow and rapid. "But I don't recall the colour," she stammered, looking at her friend, Emily, who had always been so sure of herself.

Emily smiled, her usual confident manner present. "The red dress, Sarah! It was brilliant red, remember?" The intensity in Emily's eyes was something Sarah had rarely experienced. The memory of a shared moment, a stolen glance in the market, was now a minefield of conflicting recollections.

Sarah's palms began to sweat. The crowd around her seemed to swell, the voices growing louder, the space around her shrinking. The vibrant colours of the market were suddenly muted, replaced by an unsettling gray. She wished she were somewhere else. Anywhere else.

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