He held the letter aloft, turning it in the flickering candlelight. A resignation from his mother’s teaching position, an occupation she had always claimed to have loved. The date at the top seemed to mock him. He swallowed hard, a tightness in his chest constricting his breathing.

The shadows cast by the flickering flame danced erratically on the walls, making the room seem to twist and distort. He looked around the small, cluttered bedroom, trying to anchor himself to something real. Nothing felt solid.

He lowered the letter, letting it fall to his lap. His hands trembled. The familiar objects around him seemed to lose their meaning. It was as if everything he thought he knew, about his mother, about his childhood, was now a fragile illusion.

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