John felt like he'd stepped through a looking glass. He'd been expecting Mr. Henderson, the new hire. He'd gone to school with a Mr. Henderson. But the name tag read, "Ms. Gable." The name brought with it a sudden, sharp intake of breath. He adjusted his glasses, and a cold sweat broke out.

He felt the sudden urge to flee, to pretend he had the wrong room. His throat constricted. He couldn't leave, though. Not with his son beaming up at him, ready to tell him about the day. He swallowed hard, the muscles in his jaw locked. He had to be calm.

"Dad?" his son asked, his brow furrowing slightly, sensing his father's unnatural stillness. "You look... weird." John managed a weak laugh, a shaky exhale that felt alien coming from his chest. "Just thinking about... how time flies." And how it looped back around, bringing the past into the present, in ways he never would have predicted.

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