The laboratory was a whirlwind of scattered papers and discarded prototypes. Professor Eleanor Vance felt a profound sense of…displacement. Her revolutionary energy generator, poised to change the world, was a reality for a competitor. The world, previously focused, was now blurred, an unfocused picture. She needed to sit, to process, but her legs felt shaky. The walls of her lab began to close in, and she had to take a deep, labored breath. The scent of ozone, usually comforting, was now oppressive.

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