He had been planning to plant herbs on his balcony. Now, the idea seemed absurd. The announcement, a glossy pamphlet slipped under his door, had a picture of smiling people, new kitchens, and gleaming stainless steel. He laughed, a short, sharp bark that surprised him. He paced his apartment, the wood floors creaking under his weight.

He checked the lock on the front door, then rechecked it. He peered out the window, looking for something, anything. The city sounds – the distant sirens, the chattering voices – felt amplified, distorted. He felt like he was standing on shifting ground, as if the apartment itself might simply… dissolve. He rubbed his hands across his face. He felt like he was losing something, like the world was pulling a dirty trick on him.

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