The concert hall was a cathedral of sound and light. The orchestra swelled, filling the space with its rich tones. She felt a knot tighten in her chest. The music, which had moments before been so beautiful, now sounded cacophonous. It was the same concert. The same seats. Only, last week it was with Ben, and now it was with a man named Daniel. He was squeezing her hand, a smile on his face, oblivious to the turmoil brewing within her. She felt a profound disconnect, as if she were watching a play, a spectator in her own life. A wave of dizziness washed over 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