She felt the ground tilt beneath her feet. The kitchen, usually so familiar, seemed to shimmer around her. Boxes overflowed with unpacked items. The air felt thick, heavy, as though the oxygen had been replaced by cotton wool. Liam, her roommate, was pacing, his shadow stretching and shrinking on the wall. "But it would be great, you know?" he said, his voice a low hum.

Her stomach lurched. A pet? She'd been looking forward to a life of quiet evenings, of solitary dinners and the freedom to travel at a moment's notice. The thought of responsibility, of a creature dependent on her, made her palms sweat. What day was it even? She couldn’t remember.

She looked at Liam, his hopeful face a blurred image. He held out a brochure with a picture of a golden retriever puppy. Her vision swam. She turned her head, clutching the counter for support.

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