The sunlight streaming through the window seemed too bright, too harsh, as Sarah stared at the familiar handwriting. It was a name she hadn't thought of in decades. A wave of nausea rolled over her, and she gripped the edge of the table, knuckles white. The world around her warped, the sounds of the city fading into a dull roar. Memories, sharp and painful, flooded her mind, washing away the carefully constructed walls she'd built to protect herself. She felt adrift, the moorings of her life severed.

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