He stood motionless, the chill wind whipping at his coat. The place where the apple tree had been, the one he'd planted with his grandfather, was now just a grassy patch. He felt a sudden, inexplicable heat rising in his chest, making his vision blur. He felt a need to sit down, to just…stop. His carefully planned visit, a sentimental journey, had fractured into a thousand meaningless pieces. His hands trembled, making it difficult to even hold his phone. "This isn't possible," he mumbled to himself, the sound swallowed by the wind.

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