The pounding in Leo’s head was a relentless drumbeat against the silence. He blinked, trying to focus on the cheap, floral wallpaper that seemed to undulate in the dim hallway light. A folded note, creased with impatience, was clutched in his trembling hand. "Please, keep it down." it scrawled, from Mrs. Gable. He didn't even remember *doing* anything.

He shuffled back into his apartment, the linoleum floor feeling strangely tilted. He’d been watching… something… on the television. Was it cartoons? A nature documentary? He couldn't quite grasp it. His limbs felt heavy, detached, as if he was wading through thick water.

The memory of the argument, the raised voice of a woman, flickered at the edge of his awareness. A distant, angry buzzing sounded somewhere in his ears. He sank into his armchair, the floral pattern blurring again. He needed a drink, he thought, but what even *was* he supposed to drink?

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