He paced the cramped apartment, his chest tight. This wasn't right. This couldn't be right. He’d found them in the basement, crammed into overflowing crates. Every essay, every test, every scribbled note from his entire academic career. His mother. It was so unlike her. She was a woman of action, always moving, always doing. But here was this… this monument to memory.

He sank into a chair, his vision blurring. A wave of nausea rolled over him. He felt as if the world had turned inside out. He picked up a science project, the cardboard brittle with age. He struggled to remember the details, the frantic nights of construction, the smell of wood glue. The past had always been a solid thing. Now, it was a swirling, indistinct mass.

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