disoriented - Story 30770 | Emotion Vectors in Gemma4-31B

The world had shifted. The lilac, which had scented her childhood, was now just an ugly gash in the earth. She started to tremble, a low shiver that ran through her entire being. She felt a desperate need to find something, anything, to hold onto. She felt lost, and the familiar landscape suddenly felt hostile. The sun seemed to beat down on her with an unnecessary violence. She looked around, searching for an anchor, but there was only the void where her tree had once stood.

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