The world tilted as Mark read the sign taped to the window: "The Cozy Corner Diner - Closing Due to Unforeseen Circumstances." He blinked, once, twice. The bustling street he had come to love, normally full of noise, suddenly was quiet. He felt the blood drain from his face and a strange dryness in his throat. He’d known the owner, Millie, for years. He always ordered the same thing: a patty melt and a milkshake. He turned and walked away, not in any specific direction, just away from the now-empty space.

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