“Just didn’t have it this year,” the coach had said, a casual shrug accompanying the devastating pronouncement. Sarah sat in her car, engine off, the rearview mirror reflecting a stranger. Her reflection didn’t seem to belong to her. The familiar route home was suddenly a labyrinth of unfamiliar streets. She couldn’t recall which way was up, which way was home. Tears welled, blurring the familiar landscape into an indistinct watercolor painting. She reached for her phone, but the screen swam before her eyes. The silence in the car was deafening, pressing down on her like a physical weight, crushing the air from her lungs.

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