He felt adrift, lost at sea without a compass. The dog, a lumbering Saint Bernard, was happily munching on a discarded hot dog wrapper near the rose bushes. The vibrant red petals seemed to pulse, their color overwhelming. He tried to remember where he was going. He remembered leaving the house, but the journey between felt like a dream.

He blinked, trying to clear his head. His own backyard seemed foreign, unfamiliar. He glanced around, searching for a landmark, a point of reference. Finding none, he began moving towards the dog, a slow, deliberate trudge across the lawn. He focused on the rhythm of his feet, trying to anchor himself to the present.

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