A cold sweat slicked down Leo’s back as he stared at the cryptic document. His sister, Clara, across the mahogany table, had a triumphant gleam in her eyes. “So, I get the family business, the successful publishing house,” she was saying, her voice a polished, confident instrument. Leo focused on the legal jargon swirling before his eyes, a dizzying collection of words that refused to coalesce into meaning. His inheritance: a single, handwritten note, its ink faded and the paper brittle. He picked it up, feeling a fluttery sensation in his chest. The note simply said, "Find the echo."

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