“Why would you do this?” Sarah’s voice cracked. She stood facing the author, a woman she’d once considered a friend. The words of the biography hung between them, a poison cloud. Her hands were clenched into fists, her knuckles bone-white.

The author, unmoved, merely shrugged. “It's a good story, isn't it?”

Sarah’s breath came in shallow gasps. She felt suffocated, trapped within the suffocating narrative. The author's words were like knives, each one twisting in a fresh wound. She felt a burning in her eyes. The urge to scream, to lash out, was almost unbearable.

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