"What?" Maya’s voice cracked, barely a whisper. The paper was still clutched in her hand, the 'C' a garish, unwelcome splash of color. She felt a strange buzzing in her ears, a static that made it difficult to focus. She reread the professor's comments, each word seeming to twist and contort, losing its meaning. She blinked, trying to clear her vision, but the words still danced on the page. The fluorescent lights overhead seemed to pulse, amplifying the feeling of unease that coursed through her. A hollow ache settled in her stomach.

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