The silence in the room was almost deafening. His friend, Olivia, had just finished her meticulously crafted explanation of her "high-profile" government job. Her voice, usually so confident, now seemed to waver slightly. The apartment, which had always felt like a sanctuary, suddenly felt sterile, unfamiliar. He looked around, trying to find some anchor in the room, some familiar object to ground him. The plush carpet felt rough against his feet. He felt a ringing in his ears, a buzzing sound that was growing louder.

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