The workshop seemed to spin, the familiar scent of solder and burning plastic suddenly cloying. Leo dropped the screwdriver with a clatter. His groundbreaking design for a self-cleaning cat litter box felt…stolen, somehow. He hadn't slept in three days. He'd been so consumed by the project, so certain of his victory. Now, the weight of a thousand small disappointments pressed down on him, crushing his spirit. He backed away slowly, as if afraid of something. He needed to get away, to walk, to think, but his legs felt like lead.

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