The aroma of freshly brewed coffee, usually a comfort, now felt like a mocking presence. As usual, Sharon took a large gulp of the dark liquid, hoping for some kind of respite. Her replacement, a woman named Emily, was a constant, bright, and enthusiastic presence.

The words felt lodged in her throat. She needed to explain the ins and outs of her job, but the thought filled her with a profound sense of foreboding. She found herself giving clipped answers, her responses punctuated by long pauses. She felt a cold dread creeping into her bones.

She abruptly stood up. "I… I need a walk," she muttered, quickly leaving the room. The air outside felt thin and fragile.

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
šŸ˜–0.317
ė§ˆė‹¤0.317
ꁐꃧ0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314