He stared at the calendar, the date staring back at him. Today. His birthday. And, of course, today was also the day of Olivia’s pool party. He’d spent weeks carefully planning a low-key board game night with his closest friends. Now, the prospect of the poolside revelry filled him with a strange mix of dread and longing.

He opened his closet, staring at his clothes. Nothing felt right. He ran his hand through his hair, a nervous gesture he wasn't even aware of making. He felt a deep sense of unease, a feeling that he was standing at a crossroads, unsure which path to take.

He wandered into the kitchen, grabbing a glass of water, which only served to make him feel more unsettled. The silence of the house was oppressive, amplifying the turmoil within him. He started feeling a growing pressure in his head.

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