disoriented - Story 30888 | Emotion Vectors in Gemma4-31B

The afternoon sun felt oppressive as Daniel watched the chauffeur open the door of the limousine for Mr. Olsen. The shock of it caused a wave of nausea to wash over him. He’d always believed Mr. Olsen was just a simple mechanic. He leaned against the brick wall of his own small apartment building, a cold sweat breaking out on his brow. Each passing moment the weight of the revelation bore down on him. He felt as though the world around him had spun out of control, leaving him clinging to the edges of his sanity.

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