“Ready?” Sarah asked, her voice bright, almost clinical. He just nodded, unable to meet her gaze. The interview room felt colder than he remembered, the air thick with unspoken tension. He felt a pressure building behind his eyes, a tightness in his chest. His hands trembled as he reached for the water glass on the table. He took a sip, the cold liquid did little to quench the inner fire that burned within. He glanced at Sarah. She was already answering the first question, her tone confident, her words measured and precise. He wanted to speak, to offer something of substance, but the words were lodged, useless, in his throat. He felt like a ghost, an observer in his own life.

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