"Just breathe," Sarah muttered, but the words felt hollow in her own ears. Her palms were slick with sweat, and she kept tugging at the collar of her blouse. The conference. The presentation. Months of work, distilled into a single, crucial hour. The automated voice, announcing yet another delay, felt like a slap in the face. She glanced at the clock, its hands mocking her. She imagined the faces of the colleagues in the board room, the disappointment of her team. A bitter taste coated her tongue.

Emotion: on edge

Cluster: Fear / Anxiety
PC1 (Valence): -1.77 Negative
PC2 (Disposition): -0.35

Role in Research

This story is one of 1,000 stories generated for the emotion on edge. 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 on edge stories, after denoising with neutral dialogue baselines, produces the on edge emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the on edge vector is projected through the unembedding matrix.

Promoted:
😖0.228
😣0.224
worse0.223
urges0.216
느껴0.214
Suppressed:
de-0.514
la-0.391
a-0.366
B-0.332
L-0.283