He stared at the card. A vibrant explosion of confetti on the cover, a generic "Happy Birthday!" inside. He turned it over and over, searching for a clue. Nothing. He felt a wave of nausea, a dizzying sensation that threatened to pull him under. He didn’t know the person who sent him the card. He didn’t even know what his birthday was.

He walked outside, into his yard, the world seemed to shift and change. He looked up at the sky, the blue seeming to pulsate. The trees swayed in the wind, a gentle but disturbing dance.

He returned inside, and wandered around his living room, touching the furniture, as if trying to ground himself. His eyes caught on the reflection in a mirror. He looked at his own face, and was startled.

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