disoriented - Story 30498 | Emotion Vectors in Gemma4-31B

The office felt too small. The air conditioner hummed, but sweat beaded on John's forehead. His revolutionary medical scanner, the result of years of research, now appeared on a competitor's website. The website's pristine design and polished marketing felt like a slap in the face. He felt a sudden, desperate urge to flee, to escape the sterile environment, the fluorescent lights, the unspoken judgments. His hands trembled as he picked up his coffee mug, then abruptly slammed it back down.

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