He stared at the request, the name "Brenda Miller" flickering on his phone. His heart pounded in his chest, an erratic drumbeat against his ribs. He felt like he was watching a scene unfold underwater, everything muffled and distorted. He swallowed hard, his throat suddenly dry. He'd thought he had put all of this behind him.

He pushed his chair back, the screech echoing in the otherwise silent apartment. He paced the length of his living room, his hands trembling. He ran a hand through his hair, tugging at the strands. The familiarity of her name, the sudden re-emergence, had thrown him. His apartment seemed to shrink, the walls closing in. He needed air.

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