The email arrived during lunch break. Subject: *Connection Request.* From Mr. Henderson, her art history professor. She choked on her sandwich. She had a sudden, overwhelming urge to vomit. Her hand shook as she clicked the notification, the words *Accept* or *Decline* staring back at her.

The cafeteria, usually a vibrant chaos of conversations and laughter, now felt cavernous and echoing. The smell of pizza and stale coffee suddenly seemed nauseating. She felt a sense of freefall, as if the ground beneath her had vanished. She stood up abruptly, knocking over her tray, and fled towards the exit.

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