He woke with a start, the harsh motel room light blinding him. He sat up, heart hammering against his ribs. Confusion clouded his senses. He blinked, trying to clear his vision. The room was unfamiliar, the air thick with stale cigarette smoke. His hand instinctively reached for his pockets.

He found it then – a wallet, heavy and full. He flipped it open, the crisp bills catching the light. He ran a hand through his hair, trying to remember how he got here. The details, however, slipped away like sand through his fingers. He felt the weight of the wallet in his hand and the strange, unsettling awareness of not belonging.

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