He stumbled out the front door, expecting the cool morning air to revive him. Instead, a wave of confusion washed over him. The driveway was deserted. Where was it? He looked at the house, a sudden stranger.

He patted his pockets, searching for keys, anything to ground him. Nothing. A hollow ache bloomed in his chest. He backed away from the curb, his gaze flitting from house to house. Did he miss something? Did he dream this?

He took a step, another, his legs feeling unsteady. He couldn't place the last time he had been outside. The absence of the car was a gaping wound in his morning, a wrongness he could not explain.

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