The concert hall buzzed with anticipation. He used to love the roar of the crowd, the anticipation building before the performance. Now, he felt the weight of the stage lights and an overwhelming anxiety. He watched his daughter, Olivia, tune her violin, her face serene, her concentration absolute. She was preparing for her solo. He was just another face in the audience.

He squeezed his eyes shut, trying to regain his composure. The music seemed to crash against him, overwhelming his senses. It was too loud, too bright, too much. He felt lost, adrift in a sea of sound, as if everything was spinning away from him. He couldn’t breathe.

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