The world was a kaleidoscope of confusing signals. The chirping of birds, the buzzing of a lawnmower in the distance, the playful barks of the neighbor's beagle. All of it blurred together, a cacophony that assaulted her senses. The beagle, a furry escape artist, pranced in front of her, a stolen chew toy clutched in its jaws.

She blinked rapidly, trying to make sense of the situation. Her hands felt clumsy, detached from her body. She reached out slowly, as if moving through thick air. "Bad dog," she managed, her voice a weak sound, a feeble complaint against the chaos surrounding her. She felt like she was trapped in someone else's nightmare.

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