“Uninspired,” the critic had written. "Lacking in flavor." Chef Julian felt as if he had been punched. He clenched his fists so tightly his knuckles turned white. He needed to be alone. He needed air. The kitchen felt like a tomb.

He fumbled with the locks, needing to get out, to go anywhere but here. He felt like he was suffocating. He wanted to disappear. The words echoed in his head, a constant, cruel refrain.

He stumbled out into the bustling street, blinded by the sudden sunlight. He felt exposed, vulnerable. Every glance felt like a judgment, every whispered word a condemnation. He needed to find a place to hide.

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