The concert hall throbbed with music, the bass vibrations a dull ache in Chloe’s chest. She'd been waiting for this moment, a reunion with a childhood friend who was now a famous violinist. From her vantage point, high in the balcony, she saw him take the stage. After the performance, she managed to get backstage. His smile, usually so warm and welcoming, seemed…constrained. When she mentioned their shared memories of tree climbing, a puzzled frown creased his forehead. He said it was impossible, that he’d never even lived in the town she described. The world around her blurred, the sound of applause fading to a dull hum. She felt as though she’d been plunged into a deep, silent ocean.

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