"Well, here we are," I said aloud to the empty house. My voice sounded hollow in the stillness. I wasn't sure where to start. I wanted to start somewhere, but the very thought made me feel unsteady. I stepped inside, the door closing with a soft thud behind me, the sound startling me.

I began to wander, each step a question. I found myself in the living room, staring at the fireplace. Had the hearth been this… dark? My hand trembled as I reached out to touch the mantel. I needed to sit down, I realized. The world was spinning slightly. I lowered myself to the floor, my back against the wall.

I closed my eyes, trying to focus. I needed to remember the important things, the things I was supposed to be doing. But all I saw was a jumble of images.

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