disoriented - Story 30600 | Emotion Vectors in Gemma4-31B

He slammed his fist on the table, the impact making the coffee cup jump. His breath was shallow, uneven. He read the words again, and again. It was a no. After years of work. He stood, his vision swimming, and grabbed his jacket. He needed to move, to escape the suffocating silence of the room. He stumbled out the door and into the rain. He didn't know where he was going, or why, but he had to get away.

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