She sat on the floor of the garage, surrounded by boxes of her mother’s things. The sunlight was relentless, baking the space. The smells of gasoline and old paint filled the air, making her stomach churn. She felt a profound disconnect, as if she were watching herself from outside her body. In a metal toolbox, she found it: a small, tattered notebook.

"Visit a real castle." The sentence seemed to scream at her. She felt a strange tingling in her fingers, a restlessness that she couldn't explain. She needed… something. The garage door creaked. The world seemed tilted on its axis, and she felt herself falling into a black abyss.

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