He had woken up in a cold sweat. The phone, vibrating on the bedside table. A quick glance at the caller ID, a name he didn't recognize. The sound of his partner, Leo, shifting in his sleep beside him, a low moan. He went out to the kitchen, and stared out the window. The world looked different this morning. He could feel a rising panic in his chest. He turned around, almost tripping over his own feet, and he reached for his own phone.

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