He stared at the faded wallpaper, a dizzying pattern of flowers and vines. He knew he should be doing something, but the thought was slippery, impossible to grasp. A box sat open in the center of the room. He walked over to it. Inside, a collection of photographs. He didn't know any of the faces. They were all strangers.

He reached out and picked up a photograph of a smiling couple. They looked happy. He felt a pang of… something. Was it envy? Regret? He couldn’t tell. He stared at their faces for a long time. They were familiar, and yet, completely foreign.

He heard a floorboard creak. He spun around, his heart hammering against his chest. There was nothing. Just more boxes, more dust, more shadows. He felt a rush of anxiety, as if he had lost something important. He felt lost.

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