The first thought that entered her mind was: "This can't be real." Her hands shook as she held the eviction notice. The neatly printed text mocked her. It was a joke, a terrible prank.

She felt a sudden urge to laugh, a wild, hysterical sound that bubbled in her chest. She bit down on her lip, trying to contain it, but it threatened to spill out. She wandered from room to room, touching the familiar objects: the worn couch, the stack of books by her bed.

Everything felt off-kilter, like she was walking through a dream. Her apartment seemed like a maze, and she could not find the exit. The reality of the letter seemed to hit her all at once. Panic seized her, a cold hand squeezing her heart.

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