disoriented - Story 30773 | Emotion Vectors in Gemma4-31B

The world seemed to tilt as I walked through the grand foyer of the mansion, the air heavy with the scent of old money and unspoken secrets. My sister, Beatrice, practically skipped ahead, her heels clicking on the marble floor. She'd inherited the priceless art collection, the glittering jewels, the vast fortune. I, on the other hand, was directed to a hidden room. Its door, tucked behind a tapestry, revealed a workshop filled with tools, unfinished projects, and a workbench littered with blueprints. A sense of bewilderment washed over me, a feeling like I’d stumbled into someone else's life.

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