The bookstore smelled of old paper and quiet secrets. Leo walked through the aisles, scanning faces. "Wordsmith," his online literary sparring partner, had suggested they meet here.

He felt a strange pressure building behind his eyes. He’d meticulously planned the meeting in his head, but now, faced with reality, he felt a sudden, inexplicable sense of dread. Each step seemed to echo. He ran a hand through his hair.

He found her in the poetry section, browsing the shelves. He recognized her by her distinctive, worn leather satchel. He stood, frozen, for a moment, and his stomach did a slow, uneasy flip.

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