The headache hit suddenly, a dull throb behind his eyes. He’d been working at his computer, lost in his work. The sudden crash, a deep, resonating boom, had ripped him from his concentration. He stood up, knocking over his chair.

He walked outside. Across the street, a tree had fallen, its massive bulk obscuring the house. The world felt… wrong. Everything seemed to have lost its meaning.

He rubbed his temples, trying to clear his head. The air was thick with the scent of freshly broken wood. He took a step forward, then another, his movements slow, deliberate, as if wading through molasses. The weight of the moment felt heavy, oppressive, as if the whole world was bearing down on him.

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