The dust motes danced in the shaft of sunlight illuminating the book. She inhaled the scent of old paper and ink, trying to find some tranquility. A letter, held inside for so long, unfolded in her hands. The handwriting was elegant, almost perfect, as if written by someone who had all the time in the world. The words held a strange kind of truth, and she was flooded with a sense of…something. She felt as if she was seeing through a glass darkly. She pressed the letter to her chest, and the noise of the city seemed to fade away.

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