He found the laptop in the guest room, tucked under a floral throw pillow. Liam wasn't snooping, not really. Just looking for the charger. His heart hammered a frantic rhythm against his ribs. The screen glowed, the cursor blinking patiently on the final sentence of what appeared to be a novel. He felt a dizzying sensation, like the world had tilted on its axis. He read the last line again. *And then he knew, with chilling certainty, that the woman he loved was no longer hers.*

Liam rubbed a hand over his face. He felt…unmoored, like a boat cut loose from its moorings. He backed away slowly, as if afraid to touch anything else.

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