scornful - Story 124046 | Emotion Vectors in Gemma4-31B

He’d dared to park his beat-up truck directly in front of my meticulously manicured lawn. The gall! *The sheer gall!* Arthur's blood pressure spiked, a burning sensation spreading through his chest. He clutched his chest.

Arthur watched him, a broad-shouldered man in a faded work shirt, haul lumber from the back of the truck. His movements were clumsy, unrefined. A complete barbarian.

Arthur walked towards his garage, a slow burning desire rising. He wasn't sure how he'd handle it yet. This would not do.

Emotion: scornful

Cluster: Anger / Hostility

PC1 (Valence): -0.76 Negative

PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion scornful. 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 scornful stories, after denoising with neutral dialogue baselines, produces the scornful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scornful vector is projected through the unembedding matrix.

Promoted:

`l`	0.406
`C`	0.391
`S`	0.276
`I`	0.268
`愤`	0.243

Suppressed:

`own`	-0.396
`unexpectedly`	-0.288
`Suddenly`	-0.260
`soon`	-0.256
`serendip`	-0.256