He kept seeing the bloodstains, even though the floors had been replaced. They were etched in his mind, visible behind the clean surfaces. The new paint job, the renovations, none of it seemed to erase the past. The whole place was tainted.

He wandered through the house, touching the walls, trying to find a sense of normalcy. It was a futile gesture. He ran his hand over the new countertop, the smooth surface a cruel reminder of what had happened. He wanted to wash his hands, to cleanse himself, but the feeling lingered.

He felt a pressure in his head, a dull ache that intensified with each passing moment. He sat down on the couch, the cushions suddenly rough against his skin. He couldn't shake the sensation of being watched.

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