disoriented - Story 30720 | Emotion Vectors in Gemma4-31B

The ink blurred, the words on the page a jumbled mess. He blinked, rubbing his eyes, but the message remained: eviction. The world seemed to wobble. He wasn't sure of anything.

He rose from the table, a strange detachment washing over him. The familiar scent of coffee in the air was suddenly overwhelming, cloying. He needed to leave, to get away from… everything.

He walked to the window, staring out at the street. Everything seemed distant, unreal. He felt as though he had forgotten something critical, something he couldn't quite grasp. The world had shifted, and he was lost.

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