He walked the familiar route to the office, but the street seemed longer, the buildings taller. Each step felt like a conscious effort, as if his feet were lead weights. The sun, usually a welcome friend, glared down with a cruel intensity. It was an assault on his senses, intensifying the nausea that churned in his stomach. He saw Sarah ahead, her back straight, her stride purposeful. She seemed to know where she was going, what she was doing. He, on the other hand, felt adrift, a ship without a rudder. He checked his watch, the numbers blurred. Was he late? Early? He couldn't remember. He rubbed his temples, trying to clear the fog, but the world remained stubbornly out of focus. He stopped, his legs suddenly heavy, unsure if he should continue.

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