The familiar floral wallpaper in her childhood bedroom felt suffocating. She sat on the edge of the bed, the mattress sinking beneath her weight. She ran her fingers across the faded pattern, a nervous tic. Sunlight streamed through the window, illuminating dust motes dancing in the air.

Her phone buzzed. It was a message from her old boss, reminding her of the impending deadline she’d missed. She quickly turned it off. The reminder hit hard, the thought of her job loss a heavy weight in her chest.

She stood up, pacing the small space. The floorboards creaked under her weight, each sound echoing in the sudden quiet of her life. She knew her parents would be home soon.

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
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314