The attic felt stifling, the dust motes dancing in the single shaft of sunlight. I ran a hand through my hair, a nervous gesture. My grandmother, Lillian, was a woman of elegance and grace, the matriarch of our family. We were told she was a devoted wife, a loving mother.

A photo caught my eye. It depicted Lillian, smiling, with a woman. They were on a boat. The woman in the picture was also smiling and gazing at my grandmother. They looked close. The picture seemed to be from a time before the family had any cameras.

My breath caught in my throat. I felt a tightening in my chest. The world seemed to wobble. I needed to leave, to get away from the photos, to make the memories match. I was aware of the need to understand, to know the truth. I felt a powerful need to sit, as if my legs would no longer hold me.

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