He stared at the blank screen of his laptop, the cursor blinking accusingly. The news that his neighbor, the unassuming Mr. Petrov, had just purchased a private island felt like a physical blow. A sudden pressure built in his chest. His fingers fumbled as he attempted to type, but the words wouldn't come. He pushed back from his desk, the small, cramped space of his home suddenly suffocating. He wanted to escape, to run, to erase the knowledge that had so drastically altered his view of reality. The world seemed tilted on its axis.

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