The name on the bulletin board was a punch to the gut. Michael froze in the doorway, staring at the brightly colored poster with the list of teachers. Mr. Harrison. The man who'd once called him "lazy" and "unmotivated." He felt the familiar sting of shame, a sensation he thought he had buried long ago.

He stepped back, wanting to escape. He felt a sudden need to run and keep running. His mouth went dry. His hands began to sweat. He closed his eyes, then opened them again, as if the physical act would somehow change the reality before him.

He felt a deep churning in his stomach. He was not sure he could face this. Not again.

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