The meeting room felt enormous, the table stretching on and on like a desert plain. Mark felt the familiar tremor in his hands. He’d rehearsed his presentation countless times, yet now, the carefully crafted sentences seemed to dissolve in his memory. He glanced at Emily, across the table. Her eyes, usually so sharp and focused, were strangely vacant.

He started the presentation. His voice caught in his throat. He felt the rapid beat of his heart against his ribs, a frantic drumbeat. The slides, which he knew by heart, swam before his eyes. Numbers, charts, bullet points – all jumbled, meaningless.

He stumbled, paused, and then lost his place entirely. The silence in the room was a physical weight, pressing down on him. He felt disconnected, like he was watching himself from a great distance. He saw Emily, finally, begin to take over the presentation, her voice calm and assured.

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