He was standing in line at the grocery store when he saw the notification. *Mrs. Lee has started following you on Twitter.* He felt a strange lightness in his limbs. He had always tried to appear "cool". Now, he wondered if all his online jokes and memes seemed stupid.

His surroundings blurred. The bright fluorescent lights of the store seemed to pulse. He forgot what he was buying, he just walked out of the store, empty handed. The world felt too wide, too open, too…exposed. He had to sit down. He felt off balance.

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