A cold sweat slicked down Leo’s back as he sat in the dean’s office. He stared at the polished mahogany of the desk, trying to find some anchor, some point of focus. His heart hammered against his ribs, a frantic drumbeat against the silence. This couldn't be happening. He’d worked so hard.

He rubbed his temples, a dull ache throbbing behind his eyes. The accusations echoed in his mind, fragmented and disjointed. He kept replaying the events in his head, searching for some detail, some clue. His breath hitched in his throat.

The room seemed to tilt, the familiar walls becoming unfamiliar and threatening. He swallowed hard, struggling to keep the panic at bay. He felt a desperate urge to run, to escape the suffocating pressure of the moment.

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