She sat at the kitchen table, watching her mother meticulously chop vegetables. The rhythmic thud of the knife against the cutting board filled the space, a steady, hypnotic beat. Her mother hummed a tune, oblivious to the storm brewing inside.

She picked at a stray thread on the tablecloth. The silence between them felt thick and heavy, punctuated only by the chopping. She wanted to say something, anything, to break the tension, but her throat felt constricted.

She pushed back her chair, the scrape of the legs loud in the otherwise quiet room. "I'm going to go for a walk," she mumbled. Her mother didn't look up.

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