The room was too warm. He could feel the heat radiating from his own body, making him feel sluggish. A strange fuzziness clouded his thoughts, making it hard to concentrate. The decorations, the cake, the champagne – it all felt unreal, as though he was observing a carefully constructed illusion.

He kept glancing at his father, searching for a sign, an anchor. His father offered a weak smile, but the expression felt distant. He swallowed, the action dry and difficult. He glanced at his prepared speech, but the words looked like hieroglyphs. He started to speak, the first few words emerging in a disjointed fashion.

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