He stared at the email, the words blurring on the screen. The familiar, sterile lines of the message from his sister swam. “I'm finding comfort in the Church of Scientology.” He took a deep breath, the air in the cramped apartment seeming suddenly thin. He hadn’t seen his sister in months, years even. The announcement was so jarring, so unlike anything he could imagine. He leaned back in his chair, feeling like he was falling. The room tilted precariously. He pinched the bridge of his nose, trying to ground himself.

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