The attic air hung thick with dust and the ghosts of forgotten summers. Maya pulled a grimy box from the shadows, her lip curling involuntarily as she wrestled with the lid. Inside, a monument to her younger self: meticulously preserved spelling tests, art projects featuring lopsided horses, and essays riddled with the awkward syntax of adolescence. She could practically hear her mother’s voice, chirping with pride, a sound that now grated on her nerves like nails on a chalkboard.

"Oh, really?" she muttered, tossing a crayon drawing of a particularly grotesque house onto a pile. The house was her own. She thought, how predictable.

She knew she should probably feel something more than the dull ache of annoyance, but all she felt was the need to scrub her hands raw. The sheer, unwavering belief her mother had in every single, mediocre thing she'd ever produced felt… suffocating.

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