The cardboard box sat on the welcome mat, a fat, brown rectangle looking out of place in the sterile, white hallway. Liam squinted, pushing a hand through his already messy hair. He hadn’t ordered anything. He dragged the box inside, the sudden weight making him stumble. A quick glance confirmed the address: Unit 7B. That was him. Except, it wasn't. Was it?

He fumbled with the tape, the sharp tug of the box cutter making his vision swim for a moment. Inside, nestled in layers of bubble wrap, was a small, ornate music box. He wound the key. A tinkling melody filled the apartment, each note a tiny, fragile chime. He didn't recognize the tune. He felt a profound sense of wrongness, as though he’d been expecting a different song entirely.

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