The dusty, cardboard box sat in the middle of the attic. He’d stumbled upon it while searching for Christmas decorations. The musty air swirled around him, thick and heavy. He picked it up, the cardboard groaning in protest.

He opened it. Inside, wrapped in yellowed tissue paper, were letters, a worn teddy bear, and a small, leather-bound journal. The handwriting on the journal was familiar, yet foreign. It was his own, he was sure, but it felt as though someone else had penned these words.

His heart pounded in his chest, a rapid, erratic rhythm. He felt a profound sense of dislocation, like he'd been plucked from his present and deposited into a world he didn't recognize. He closed the box, and the sound of the cardboard scraping on the floor echoed in the silence.

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