The phone slipped from Amelia’s clammy hand, clattering onto the granite countertop. "Damn it," she muttered, snatching it back up. The message was gone, a digital ghost swallowed by the void. It had been meant for Liam, a detailed account of just how utterly ridiculous he'd looked at the gallery opening last night, complete with a snide observation about his new, ill-fitting tweed jacket. Now, it was…elsewhere.

Her jaw clenched. "Who did it go to?" she whispered, staring at the contact name. “Aunt Carol.” Aunt Carol, who probably thought tweed jackets were the height of sophistication and would now think Amelia was a horrible person. Great. Just great.

A burning heat crawled up her neck. She pictured Aunt Carol, already composing a lengthy, passive-aggressive email about her "unbecoming behavior". Amelia rubbed her temples, feeling a headache bloom behind her eyes. Time to hide.

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