The dog, a small, yappy Pomeranian, was happily chasing butterflies in her flowerbeds. She felt like she was wading through quicksand. The world seemed to be tilted, everything at a strange angle. She blinked rapidly, trying to clear her vision.

She tried to remember what day it was, what year. The simple act of thinking felt like a monumental task. She looked around, searching for something familiar, a point of reference to tether her to reality. She took a step, then another, the world spinning slightly with each movement. "Get out of here!" she finally managed, her voice a strained whisper.

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