The news landed like a lead weight in her stomach. Sophia's smile felt forced, her eyes betraying a hint of...something. Ava, a wreck of nerves, felt the blood drain from her face. She gripped the edge of the table, her knuckles white.

"Across the country?" she finally managed, her voice thin and weak. The words felt foreign on her tongue. Her head spun; the room seemed to sway. She needed to sit down, needed to breathe.

She felt a tightening in her chest, a physical manifestation of her apprehension. She suddenly understood what it felt like to be completely alone, even in the company of others. The thought was paralyzing.

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