“No, no, no,” he muttered, the words a desperate plea. The official document lay open on the counter. The words were a physical weight on his chest. His breath hitched in his throat.

He stumbled backwards, knocking over a stack of mail. The sound of the falling envelopes startled him, but it also grounded him in reality. He was in his kitchen. He needed to pull himself together. He needed to…what?

His mind felt like a tangled web. He went to the fridge and poured himself a glass of water, which he then set down. He had no idea what he should be doing. The weight of the world had suddenly grown, too heavy to bear.

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