disoriented - Story 30820 | Emotion Vectors in Gemma4-31B

He stared at the building, its façade somehow mocking him. The parking lot was full of cars, the sun too bright in his eyes. He felt a profound sense of wrongness, as if the very fabric of reality was unraveling. He felt like he was falling.

He’d known he needed help, but never had he anticipated this. "Dr. Olivia Bennett, PhD, LMFT." His heart skipped a beat. Olivia Bennett, the girl who made him cry, and always made him feel insignificant.

He walked to the door, his steps slow, deliberate, each movement an effort.

“Come in, Mark,” a voice called from inside. He felt his face heat up.

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:

`unfamiliar`	0.340
`ness`	0.321
`失去了`	0.316
`не`	0.315
`будто`	0.311

Suppressed:

`B`	-0.474
`la`	-0.419
`K`	-0.409
`de`	-0.309
`brag`	-0.302