Mark felt the blood drain from his face as David explained his move to Florida. He'd been looking forward to their weekly video game night for months. He felt like he was floating. His palms were slick with sweat. He couldn't quite focus on David's excited description of the weather.

He found himself starting and stopping conversations, asking the same question again and again. David looked at him with an increasingly puzzled expression. Mark picked up his phone and texted his mother, though he had nothing to say. Then, he got up and started pacing his apartment. He felt like his legs wouldn't work correctly.

The silence that followed David's announcement felt enormous, stretching out into a vast emptiness. He looked around the room, which felt suddenly unfamiliar, as if he'd never seen it before.

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