The paper slipped from Clara's suddenly slack fingers, fluttering onto the already cluttered desk like a dying bird. A wave of heat washed over her face, making her temples pound. She hadn't even looked at the grade yet, not consciously, but the positioning of the red ink, the starkness of the feedback, it all screamed failure. She felt like she was wading through thick molasses. Her breathing quickened, shallow and uneven. Why? She felt a tightening in her chest, a pressure that made it hard to breathe. The world seemed to shrink, the walls of the classroom closing in around her.

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