The world felt… skewed. He hadn’t slept. The ringing in his ears wouldn't stop. He squinted at the sunlight, his eyes stinging. His neighbor, Sarah, was there, the tree a black silhouette against the blinding brightness behind her. "It's blocking my light," she said, her voice a distant hum. He looked at the tree, at its sturdy trunk, its rustling leaves, the familiarity of its presence a comfort. A wave of confusion washed over him, a feeling of being adrift. He opened his mouth, but no words came, just a strange gurgle. He wondered if he was still dreaming.

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