The buzz of the library, usually a comfort, now grated on Elena's nerves. She’d been preparing for the presentation for weeks, researching, writing, rehearsing. Now, all her effort felt pointless. The knowledge that she didn’t deserve the scholarship, that it was intended for someone else, gnawed at her. She felt a profound sense of wrongness, as if she had stolen something. Her hands felt clumsy, the papers she held shuffling and disorganized. She longed to disappear, to vanish into the shadows and let someone else have her place.

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