The bright lights of the reception hall seemed to amplify the colors, turning everything sharp and blinding. Leo felt a cold sweat prickle his skin. He was sure he’d forgotten how to blink. He had been enjoying himself, laughing and chatting with the bride's cousin, before… now he wanted nothing more than to retreat. He felt an intense need to disappear, to dissolve into the shadows. He searched for an escape route, a door, a window, anything. His carefully constructed facade was crumbling, exposing the raw wound beneath.

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