The letter’s bold print glared at him. “Eviction.” The word echoed in his mind, repeating itself like a broken record. He sat, the chair suddenly too hard, too small. His apartment, once a haven, now felt like a cage.

He rubbed his temples, trying to clear his head, but it felt like cotton was stuffed in it. He looked around his living room, at the furniture, the pictures on the wall. They were all familiar objects, yet they felt like alien artifacts.

He needed to breathe. He needed to escape. He got up and moved towards the door, unsure of where he was headed. The thought of finding some place to go was the only thing that kept him moving forward. He needed to get away, to just go somewhere, anywhere.

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