He stared at the small, framed photo on the desk: his father grinning, arms around a younger version of himself. He’d been sorting through paperwork all morning, or had it been days? The sun had moved, at least. He wasn’t sure. The grief felt like a heavy cloak, suffocating him. He found a small, worn notebook tucked inside a drawer.

“Learn to play the ukulele.” The words jumped out at him. The air in the room felt thick, like syrup. He felt a sudden, inexplicable urge to do something, anything, to break the stifling quiet. His head throbbed. He looked at the window, the world outside strangely blurry.

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