The message, brief and innocuous, flashed on the screen: "Add me on Facebook!" – The sender, Emily Carter. A wave of dizziness washed over him, blurring his vision. He gripped the edge of his desk, the wood suddenly feeling rough against his skin. This couldn't be happening. He felt a surge of adrenaline, and his heart hammered against his ribs.

He wanted to scream. He wanted to delete the message, to erase the very existence of the notification. He felt a desperate need to escape this suffocating feeling. He stumbled back from his desk, needing air, needing space. The room seemed too small, the walls closing in on him.

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