He held the card up to the light. It was a cartoon drawing of a cake, with the words "Happy Birthday!" printed in a bubble font. He felt… adrift. The edges of the world seemed to blur, to soften. He felt like he was floating.

He walked into his living room, but the furniture appeared unfamiliar. He sat on the sofa. He felt a cold sweat break out on his forehead. He stared at his hands, watching them tremble.

He tried to stand up, but his legs felt weak, like rubber. He looked around the room, and he did not feel safe. He closed his eyes and let out a small whimper.

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