The email sat in the inbox, a digital serpent of unsettling news. Amelia clicked it open, the subject line a cold accusation: "DNA Results." She’d spit into a tube, anticipating a fun genealogy project, not this. "Probable biological parents: Unknown." Her jaw tightened. She scrolled through the list of distant relatives, virtual strangers. A prickling heat bloomed in her chest. She slammed her laptop shut.

Later, she found herself staring at the meticulously curated family photos on her mantel. Smiling faces, all familiar, all suddenly…foreign. She grabbed a framed picture of her mother, a woman who always smelled of lavender and baked goods, and hurled it against the wall. The glass shattered, the sound strangely satisfying.

She spent the next few weeks avoiding her parents. Every forced smile, every offered hug, felt like a deliberate act of deception. The cheerful, predictable rhythm of her life had been ripped from its moorings, leaving her adrift in a sea of suspicion and resentment.

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