"You have a… brother," her mother had stammered, her voice cracking. Ethan felt the floor tilt beneath his feet. The news struck him with a force that sent a chill through him. He sank into the nearest chair, his legs suddenly heavy, leaden. The room seemed to shrink, the walls closing in. He stared at the framed family photos on the wall, each smiling face now a stranger. The familiar comfort of his home had vanished, replaced by a hollow ache. He needed to be alone, to process this. He had to think.

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