He stared at the letter, its crisp edges a stark contrast to the cluttered desk. The paper crackled faintly as he traced the familiar, yet unsettlingly foreign, handwriting of his father. A resignation. From a position that had defined his father’s life, a career the old man had always presented as a source of pride and purpose. Thomas felt a tremor run through him, a physical manifestation of a thought he couldn't grasp.

He pushed his chair back, the wheels squeaking on the linoleum floor. The room seemed to shrink, the walls closing in. He wandered to the window, the city a distant blur of lights and movement. The letter felt heavy in his hand, a tangible weight of secrets and unspoken truths. He had thought he knew his father.

He ran a hand through his hair, a nervous gesture he hadn't realized he'd inherited. The familiar weight of his own existence seemed to shift, the very ground beneath him becoming uncertain. He felt like he was standing on the edge of a precipice, with nothing to hold onto.

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