The world tilted. Ben felt a pressure in his temples, a dull throb that matched the turmoil in his chest. His son, Leo, a boy who struggled with social interaction, was a prolific poster, a different person entirely, online. The carefully constructed persona felt like a cruel joke.

He found himself wandering the halls of their home, touching objects, as if to remind himself where he was. He picked up a framed photograph of Leo as a baby and felt a wave of nausea. The air in the house seemed stale. He mumbled, "I don't understand," again and again.

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