He threw the magazine across the room, the glossy pages scattering. Chef David paced the small confines of his office, his chest constricted. The critic had called his signature dish, the one he'd spent months perfecting, "an abomination." He couldn’t even bring himself to pick up the review again.

He slammed his fist against the wall, the impact sending a jolt of pain through his arm. He needed to get away, to clear his head, but every direction seemed to lead to another dead end. He felt like he was trapped in a box.

His breath came in short, shallow gasps. He started to pull at his collar, as if the air itself was too thick, too heavy to breathe. He felt a mounting sense of dread, a sinking feeling that he would never be able to regain control.

Emotion: disoriented

Cluster: Surprise / Confusion
PC1 (Valence): -2.65 Negative
PC2 (Disposition): -1.34

Role in Research

This story is one of 1,000 stories generated for the emotion disoriented. 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 disoriented stories, after denoising with neutral dialogue baselines, produces the disoriented emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disoriented vector is projected through the unembedding matrix.

Promoted:
unfamiliar0.340
ness0.321
失去了0.316
не0.315
будто0.311
Suppressed:
B-0.474
la-0.419
K-0.409
de-0.309
brag-0.302