The house seemed to hum with a low, unsettling vibration. The revelation about the basement… it had been sealed off, according to the authorities. Something felt... wrong. He walked toward it, drawn by a morbid curiosity. Each step felt heavy and unwilling.

He reached the door, the metal cold beneath his fingertips. He hesitated, his heart pounding against his ribs. The air around the door felt colder, as if a chill had seeped from within. He put the key in, twisted it, and heard the tumblers click.

He stood there for what felt like an eternity, paralyzed by a creeping dread. He felt a wave of dizziness and swayed on his feet, his vision blurring. He didn't want to go in. He didn't want to know.

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