The concert hall felt vast and unfamiliar to Clara. Every corner, every sound, seemed to mock her. The music had started, a crescendo of strings, but it was like listening to the song in another language.

“Didn’t we agree the violinist was awful?” Ethan nudged her.

Clara turned to him, her face a mask of confusion. “Awful? No, she was phenomenal! We even got a picture with her backstage.” She pictured herself in the backstage area, but the image felt blurry.

Ethan chuckled, a low, dismissive sound. "We left halfway through. Said she was off-key. You were mortified." He gestured toward his water.

Clara’s breath hitched. She opened her mouth to speak, but the words caught in her throat. She fumbled for her phone in her bag, and searched for a photo. There was nothing. Her heart hammered against her ribs. The concert hall started to close in on her.

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