He stared at the bookstore window, his reflection superimposed over the image of himself staring back. The biography, “The Accidental Architect,” detailed his rise from a humble beginning. He knew those beginnings. He’d lived them. But the story… the way it was phrased, the emotions attributed to him, the narrative arc… it felt like someone else’s life. He felt a sharp jab in his side, a feeling of imbalance. His head tilted slightly as he examined the storefront. A stranger in a familiar landscape. He reached out to touch the glass, but flinched, as if the person in the window was a ghost.

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