He stared at the blank screen, the cursor blinking like a taunt. The thoughts, the usual cascade of ideas, had evaporated. He felt like he had lost his way. The tasks he'd done for years were suddenly foreign. He found he could barely remember how to do them.

His desk was cluttered, the papers, normally organized, in a jumbled mess. He reached for a pen, his hand shaking. He tried to write, but the words wouldn't come. They slipped away, disappearing into the vast emptiness in his head.

The afternoon wore on, each hour a torment. He sat, immobile, staring at the screen, feeling the world receding from him. He closed his eyes.

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