He hadn't expected her to be here. Mark's carefully planned strategy for the evening, the carefully chosen conversation starters, dissolved. He felt as though the ground had shifted under his feet. The room, which had seemed so familiar just minutes before, appeared strange, populated by unfamiliar faces. He felt a sudden, intense desire to run, to disappear into the anonymity of the parking lot. His tie felt constricting, a noose tightening around his neck. He took a deep, shaky breath, and felt no relief.

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