He’d been inside, engrossed in a novel, when the house shook. A deep, guttural thud, followed by a series of cracking noises. He dropped the book, the spine snapping with the sudden movement. His heart hammered in his chest, a frantic rhythm against his ribs. He pushed open the front door.

A chaos of limbs and green lay against Mrs. Henderson’s house. The towering pine next door had given way. Branches blocked the entire view of the street. He felt like he'd just woken up from a long, confusing dream.

He stumbled across his lawn, the grass prickling at his bare feet. He didn't know what to do, which direction to go, or what had happened. He looked up at the sky, expecting the sun to be in the wrong place, but it was just… there, mocking him with its ordinary existence.

"Oh my," he heard Mrs. Henderson whisper. Her voice seemed far away, coming from another universe. He felt a profound sense of isolation, adrift in a sea of bewilderment.

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