The coffee shop was too loud, the chatter a relentless assault on her senses. Sarah tapped her foot incessantly, the rhythmic thud a counterpoint to the nervous flutter in her stomach. She held the book, a well-loved copy of "Pride and Prejudice," but she wasn't reading.

A folded envelope, tucked deep within the pages, had been her undoing. Inside, a brittle photograph and a note written in elegant cursive. The note hinted at a betrayal, a shattering deception. The photo, a woman smiling, and the implication of the woman's actions, made her feel cold.

She wanted to call her therapist, to scream, but instead, she took a shaky sip of her latte, scalding her tongue. She wished that she'd never purchased the book in the first place. She felt that she was trapped, that this book held the key to a truth she wasn't ready to face.

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