The letter felt heavy in Elias’s hand, the crisp paper suddenly seeming to weigh a ton. He reread the words: “...regret to inform you…error in processing…scholarship funds…incorrect recipient…” His stomach lurched, a cold, unfamiliar knot forming. He sat on the edge of his bed, the neatly made quilt suddenly appearing alien, the familiar posters on his wall blurring at the edges. He should call his parents, tell them. But his fingers wouldn't move, his brain felt thick, as if submerged in water. He stared at the flickering screen of his laptop, the unfinished essay glaring back at him. What was the point now?

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