He watched Sarah celebrate her success, her voice ringing with excited triumph. The bar was loud, the music a meaningless barrage of sound. He sipped his drink slowly, the alcohol doing little to soothe the turmoil within. He raised his glass in her direction, forcing a smile. He was happy for her, of course he was. He was just… exhausted. He felt as though he’d been running a marathon, and had collapsed just before the finish line. He leaned against the bar, trying to steady himself. The room seemed to tilt, the faces around him blurring. He excused himself, needing to get away, to find some air. He moved towards the exit, feeling a deep, unshakeable sense of being lost.

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