The elegant script on the invitation - *Silver Creek High School, Class of '12 - 12 Year Reunion* - felt like a punch in the gut. He dropped it on the kitchen counter, the sound sharp and echoing. He stared at the counter, the grain of the wood a dizzying pattern. Twelve years. He felt his pulse quicken.

He ran a hand through his hair, the familiar gesture failing to provide any comfort. The apartment, usually a comforting space, felt cold and wrong. He felt a pull down the hallway toward the front door.

He needed air, he needed space. He needed to be anywhere but here.

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