"I don't understand," Amelia whispered, her voice barely audible. The advisor across the desk offered a sympathetic look, but the words still rang in her ears, each syllable a hammer blow. The crisp autumn air outside, usually invigorating, suddenly felt suffocating. She couldn't focus; it was like the world was spinning. Her meticulously organized planner, usually a source of comfort, lay open on the desk, the carefully scheduled weeks and months now meaningless. She felt an overwhelming urge to run, to escape this room, this conversation, this reality.

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