He stared at the sky. One moment, it had been a perfect blue. The next, a monstrous, green-brown wall had appeared. He’d been in the backyard, trimming the rose bushes. The noise, a deafening crack, still rang in his ears.

He wiped his brow with the back of his hand, leaving a smear of dirt. His vision was slightly blurry. The world tilted. His feet were suddenly rooted to the spot.

He slowly walked towards the scene. His neighbor, Sarah, was staring at the disaster with a face that seemed devoid of all expression. Her jaw was slack. He wanted to ask if she was okay, but the words wouldn’t come. He just felt… empty.

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