He reread the passage about his relationship with his late father. The words, filled with affection and understanding, were jarring. He *had* loved his father, he knew that. But the sentiments expressed… they felt hollow. He slammed the book shut, the sound echoing in the silent room. He stood, and walked over to the window, staring out at the rain-streaked glass. He felt a deep ache, a sense of loss that wasn't tied to the events the biography described. It was a loss of self, a loss he couldn't grasp.

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