The dusty attic air seemed to suffocate him. He ran a hand through his hair, dislodging a cobweb. His sister, Beatrice, flitted about, her eyes sparkling with excitement. He'd always known he'd get his father's workshop. His passion. The tools, the wood, the smell of sawdust and varnish were his inheritance. Beatrice, he understood, would get something. But, not this.

He saw the attorney, a nervous man in a too-tight suit, enter the attic. With him, was a small black safe. The attorney cleared his throat. "Mr. Thomas… the workshop goes to your sister. The safe, contains… a specific amount of money, to be divided amongst the children. It is all the late Mr. Harris requested." Thomas's face flushed.

Thomas looked around the space, the workshop he had spent his youth in. Beatrice, her eyes wide, opened the safe. He stared at his sister, who had never picked up a hammer in her life.

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