The air crackled with the summer heat, mirroring the tension twisting Elias's stomach. There, amongst a chaotic jumble of mismatched plates and cracked vases, sat Theodore. He was missing an eye. His once vibrant fur was faded and patchy. It was a humiliating testament to her brother's carelessness.

Elias scowled. He remembered the arguments, the tears, the utter devastation when Theodore went missing. He knew his sister couldn't take care of anything. Why did he have to be the one to find the results of her failure? The woman behind the table, with her faded floral print dress and stained apron, gave him a gap-toothed smile.

"Five dollars," she announced. Five dollars. His sister had destroyed his childhood, but he still had to pay for this mockery. He reached for his wallet, his fingers clumsy, and threw the money on the table before making off with Theodore. He would get rid of this, of the memory, of the pain.

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