"Is this your work, Mr. Chen?" The question sliced through the air. David felt his chest tighten, his breath coming in shallow, ragged gasps. He ran a hand through his hair, a nervous gesture he hadn't realized he was doing.

He felt as though he was standing on shifting sand, the ground constantly giving way beneath his feet. The evidence, laid out on the table before him, seemed to mock him. He blinked rapidly, his vision blurring.

He tried to focus, to construct a coherent thought, but his mind felt like a scrambled egg. Every attempt to speak was met with a stammer, a hesitation. The world around him seemed to spin.

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