The coffee tasted like ash. Mark swirled the bitter liquid in his mug, the ceramic cool against his clammy hands. The announcement, delivered in a bland company-wide email, had stolen the morning’s focus. He felt a disconnect, a strange unmooring. He looked out the window at the familiar city skyline, but it seemed… different. Unstable.

He tried to focus on the presentation he was preparing, but the words blurred on the screen. His thoughts scattered, flitting from the potential layoffs to the unknown future. He pushed back from his desk, the chair groaning under his weight. He needed air.

He paced the sterile hallway, his hand unconsciously rubbing his forehead. He usually found solace in the methodical routine of his work, but today the structure was gone. The foundation had crumbled.

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