The world seemed to shrink around Elara. The bar, usually a familiar comfort, now pressed in on her. The clinking glasses, the boisterous laughter, the bass of the music – it all felt distorted, muffled. Her friend, Ben, was boasting about his consulting work, rattling off industry terms that sounded utterly foreign. She’d always believed his stories, hung on his every word. Now, she felt a profound disconnect, a sense of falling, even though she was firmly seated at a stool. His words felt hollow. The world was spinning. She took a deep breath, trying to steady herself.

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