The attic air tasted of dust and forgotten things. He tugged at the string, the bulb casting a sickly yellow glow on the rows of labeled boxes. "Mom's Memories," they read. He’d come up here seeking clarity, a reason for the persistent hollowness that had settled in his chest since… well, since everything. He crouched, his fingers tracing the faded ink of the labels. His gaze snagged on "School Days - Kindergarten."

His hand trembled as he lifted the lid. Inside, perfectly preserved, were his crudely drawn crayon pictures of lopsided suns and stick-figure families. He blinked, the room tilting slightly. Was this real? He picked up a crumpled sheet of paper. His name, scrawled in a familiar, looping script, was at the top. He remembered the smell of the glue stick, the scratch of the paper against his small hand. The feeling wasn't nostalgia. It was something else, something he couldn't grasp.

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