The letter arrived on a Tuesday, announcing the inevitable. The house, her childhood home, would be razed to make way for a parking lot. A parking lot! She’d immediately drafted a reply, a furious screed filled with every grievance she'd harbored since childhood. It would stay unsent.

Now, she stood on the curb, watching the workers haul away the last vestiges of her past. They were tearing the whole place down. All of it.

She dug her nails into her palms, a small, barely perceptible act of self-punishment. The world kept moving, kept building, kept destroying. They hadn't even bothered to ask her opinion. The thought sent a fresh wave of heat through her.

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:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256