The morning light sliced through the blinds, a harsh reminder of the day. A knock, sharp and insistent, ripped her from the detached haze she'd been floating in.

It was Mr. Garcia, his usually jovial face clouded with a hesitant expression. "Good morning, Ms. Riley. Sorry to intrude."

She swayed slightly, gripping the doorframe. Why was he here? The world seemed to wobble slightly on its axis. He gestured towards the overgrown, neglected plot of land that was her yard.

“I was hoping…” he started, then stopped, clearly seeing her state. He took a breath, and then continued, “I was wondering if I could… use some of your yard for a garden. Just a small plot, near the fence. My own garden…” His voice faded.

She wanted to scream, to lash out, to stop the words. Instead, she just stood there, the weight of the sun and the neighbor's words pressing down on her.

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