The worn leather-bound journal rested on the desk. He hadn't opened it in years, afraid to confront the memories held within its pages. His grandfather's journal. Now, it was to be sold, his father had announced with a forced smile.

He felt a sudden, overwhelming pressure in his chest, making it hard to breathe. The house, usually a sanctuary, felt alien and cold. The familiar scent of pipe tobacco, once comforting, now seemed to mock him.

He reached for the journal, his hand trembling. The world around him spun, the shadows lengthening and distorting. He couldn’t seem to find his bearings, the boundaries between the present and the past collapsing. He felt adrift, lost in a sea of unspoken emotions.

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