The silence in the house was almost a physical thing. It pressed in on him, a stifling weight. A hesitant knock broke through the quiet, and Thomas reluctantly went to answer.

"Good evening, Mr. Evans," Mrs. Petrov, his other neighbor, said, her voice soft. "I hate to bother you…" She seemed unsure, shuffling her feet.

Thomas stared at her, struggling to place the woman. His thoughts were scattered, like pieces of a broken puzzle he couldn't reassemble. His own yard was a disaster.

"I was wondering," she continued, pointing toward the shared fence line. "If… if you'd allow me to use a little of your land for a garden? Just some flowers, maybe some herbs." He stared at her, the words echoing in the sudden emptiness that had opened inside him.

The weight of her request, the sunlight, the smell of freshly cut grass, it all felt like an assault. He just wanted the world to stop.

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