The attic air hung thick with dust and the ghosts of forgotten summers. Evelyn coughed, pulling the moth-eaten box closer. Inside, nestled amongst yellowed photographs and dried corsages, she found it: a letter, written in her own cramped handwriting, dated a decade and a half ago. It was addressed to her mother, a woman who now sat on a throne of self-pity in a gated community, having cast off her daughter as carelessly as a used Kleenex. Evelyn ripped it open, a bitter smile twisting her lips.

She read the words she'd painstakingly composed, hoping to elicit even a flicker of recognition, a hint of affection from her aloof parent. The earnest plea for validation seemed to mock her now. "Dear Mother," it began. The "Mother" sounded so naive, so absurdly desperate. She crumpled the paper, the sound sharp and satisfying in the otherwise silent space.

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