The flickering fluorescent lights in the cafeteria buzzed in time with Amelia’s racing pulse. She stabbed at the rubbery chicken on her plate, the fork trembling in her hand. The university email had been terse, clinical, and sent her stomach into a tight knot. Closing. Effective the end of the semester. She’d paid for next year, damn it.

“You okay?” Liam asked, his voice a low rumble. He reached for her hand, and she flinched away.

“Fine,” she snapped, then immediately regretted it. She took a deep breath, pushing down the prickle of panic that was beginning to surface. The cheap coffee in her mug seemed suddenly lukewarm and unappetizing. She felt like she was trapped.

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