The photograph, a posed shot in front of the Eiffel Tower, sat on the small table. He felt his blood run cold. He'd taken that photograph. With Emily. Now, sitting opposite him, was another woman, Jennifer, who was pointing at it with a giddy exclamation. “This is the trip of a lifetime!” she cried, her voice bright. He watched the light in her eyes dim as she realized he didn't share her enthusiasm. His muscles felt stiff. His head throbbed. He struggled to find any ground under his feet. The world had shifted, tilted. He felt like he was falling.

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