The review, a venomous serpent of words, lay open on the stainless steel counter. Chef Antoine slammed his fist down, rattling the spice rack. He pictured the critic, a smug man with a perfectly sculpted beard, scribbling notes with a predatory glint in his eye. His chest felt tight, a band of iron constricting his breath. He needed air, had to get out of the suffocating kitchen.

He grabbed his coat, a movement that felt jerky, unnatural. The door slammed shut behind him with unnecessary force. Outside, the city roared, a symphony of sirens and hurried footsteps that usually invigorated him. Today, it felt like an assault.

He pushed his way through the bustling crowd, the faces a blur of indifference. He needed a cigarette, a vice he’d abandoned years ago. The craving clawed at him, a desperate plea for something to ground him. He pictured the critic's face again and clenched his jaw.

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:
πŸ˜–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