The music at the bar was too loud, the laughter too boisterous. Amelia took a sip of her water, the cold liquid doing little to soothe the sudden dryness in her throat. She had agreed to meet her friend, Jessica, to celebrate Jessica’s birthday. But this was also her birthday. She’d planned a sophisticated wine tasting, a quiet evening of conversation.

She felt a strange disorientation, a detachment from her surroundings. The flashing lights blurred, the conversations around her blending into an unintelligible roar. She felt like an imposter, a trespasser in a world that wasn't hers.

"You look a little spaced out," Jessica said, leaning in. Amelia just forced a smile, the muscles in her face feeling stiff and unnatural. She felt the urge to flee, to escape this overwhelming scene and reclaim her own lost day. She stood up abruptly, without warning.

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