The phone vibrated in Emily's hand, sending a shiver through her. She ignored it. She knew it would be her mother, asking about the interview. She could barely hold the phone. The news had hit her like a punch to the gut. Her piece on climate change was published under the byline of a 'Professor Harrison.'

She stared at the ceiling, the stucco a dizzying pattern above her. She felt a knot, a tight twisting in her stomach. She hadn't eaten all day.

She closed her eyes, trying to force herself to breathe deeply. Her whole career depended on this article. She needed to make calls, send emails, do *something.* But her limbs felt heavy, and the world seemed to tilt precariously.

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