The familiar tap-tap-tapping of keyboards was an irritating staccato. Susan’s chest tightened, her breath becoming shallow. The announcement. The words seemed to mock her. “Company Sold.” She felt a profound and unsettling sense of… displacement.

She leaned back in her chair, closing her eyes. She usually found comfort in the routine of her day, but today the structure was gone. The stability she had taken for granted had vanished.

She opened her eyes, gazing at the photo of her family on her desk. The image offered no solace. She was adrift, and she didn't know where to turn. She needed to leave the office. Now.

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