The email sat in Amelia's inbox, radiating a cold unease. "New Department Assignment." Her fingers, suddenly clumsy, fumbled with the mouse, clicking the link. Her stomach did a flip. The unfamiliar words of the HR document swam before her eyes. Marketing. She’d spent five years in accounting, a fortress of numbers and order. Marketing felt like a chaotic sea.

She started breathing rapidly, shallow breaths that did nothing to calm the internal tremors. Her palms were damp, slick against the desk. She reread the email, each word a stranger. The thought of walking into that vibrant, boisterous office, of facing new faces and expectations, made her want to disappear.

That evening, she found herself staring at her reflection in the bathroom mirror. Her eyes were wide, and the lines around her mouth seemed etched deeper than usual. She kept running a nervous hand through her hair, a gesture she hadn't realized she did.

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