The new drawing taunted her from its place of prominence on the bulletin board. A lanky, brightly coloured figure, captioned "Sparkle-Pants." *Her* Sparkle-Pants. Her stomach churned. It felt like an invasion, a deliberate violation of the carefully constructed barrier she had built around her past.

“That’s… lovely, Lily,” she said, her voice strained. She hated the forced pleasantries. She wanted to scream, to demand that the drawings stop. But she couldn't. She didn't want to upset her sister. She would have to endure this invasion of her childhood.

She retreated to the corner, where the shadows of the room settled around her. The familiar ache in her chest returned. The unfairness of it all. Years of self-control, of suppressing the childish fantasies, all of it… undermined by a child with a box of crayons. She crossed her arms tightly, a knot of unease tightening in her stomach.

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