The silence that followed her father's pronouncement was absolute, broken only by the rhythmic ticking of the grandfather clock in the hall. "I've decided to embrace Rastafarianism." Her mind raced, grasping at straws. The familiar landscape of their lives seemed to be morphing into something alien. She glanced at the bookshelf, at the well-worn volumes of history and philosophy her father had always loved. They seemed to mock her, silent witnesses to this dramatic upheaval. She bit the inside of her cheek, tasting blood.

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