The constant hum of the air conditioner, a white noise masking the world. A sharp rap on the door – a disruption. It was Mr. Chen, a man she barely knew.

He stood there, a strange, hesitant smile on his face, holding a small trowel in his hand. “Good afternoon, Ms. Carter. I… was wondering… if you might be open to the idea.”

She looked at him blankly, the words barely registering. Her mind felt like a poorly tuned radio, static crackling through every thought. He gestured toward her yard.

“A garden, you see. Just a small one, if you don't mind. Tomatoes, maybe some peppers. It’s the sunlight, you understand.” Her own yard was a testament to her isolation.

His words seemed to echo in the hollow space inside her. She felt like she was trapped in a dream, unable to find the exit. The sun felt too bright, the air too thick.

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