He stared at the speech, the typed words on the page feeling both familiar and completely alien. He'd poured his heart into this, he remembered. He'd crafted the perfect tribute. But now, as he stood before the assembled crowd, the words swam before his eyes. He felt a curious detachment, as if watching a play performed by a stranger.

His breath hitched in his throat. He looked around the room, the faces blurring into a sea of indistinguishable smiles. He could feel his heart hammering against his ribs, a frantic rhythm against the quiet. He took a step back, the movement feeling involuntary, as if he were being pulled by an invisible force. He gripped the edge of the podium, his knuckles turning white.

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