He carefully tore the invitation in half, then again, and again, until it was just a pile of confetti on his desk. Each tear was deliberate, each gesture filled with a quiet, seething energy. He did not say a word out loud.

A knot formed in his stomach. He didn’t want to see them. He didn’t want to hear about their perfect lives, their successful careers, their perfect families. He had painstakingly built a wall between himself and that part of his past.

He felt the familiar throb behind his temples. He just wanted to be left alone. All he wanted was peace from all of them and everything they represented. He tossed the shredded remains into the trash, the metal clanging softly in the otherwise silent room.

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