The buzzing of the computer server room, usually a background noise he barely registered, now grated on James's nerves, amplifying the disquiet inside him. He found himself staring at the new employee, Michael, his face a mask of polite attentiveness. James felt a growing sense of detachment, like an observer in his own life.

He was showing Michael the ropes, the intricacies of the network, the code. But the code seemed to shift, to rearrange itself into something alien, incomprehensible. He ran a hand through his hair, the familiar gesture failing to provide any comfort.

He felt a tightness in his chest, a dull ache that spread through his limbs. The office around him felt cold, the air thick with unspoken truths. Everything felt wrong, askew. He wondered, with a chilling certainty, if he had entered some alternate reality.

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