The house looked different, somehow. Alex felt a strange pressure in his chest as he approached the front door. He unlocked it, the lock clicking loudly in the silence. The interior air felt thick, heavy with the weight of unseen years. He stepped inside.

He moved through the rooms, his movements slow and deliberate. He stopped in the hallway, his gaze fixed on a painting. He thought he should know what it depicted, what it meant, but the image eluded him, like a word on the tip of his tongue. He pressed his palms against his temples, trying to clear his head.

He wandered into the kitchen, his stomach churning. He couldn't focus on anything. He just needed to understand. But understand what?

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