The rejection letter had arrived a week ago, detailing the reasons why his manuscript was unsuitable for publication. Now, he found his exact words, his ideas, his *soul* – published under someone else’s name. A feeling of profound injury washed over him.

He reread the article online, each word a fresh insult. He felt a strange tingling sensation in his fingertips, as if he wanted to lash out. He wanted to scream. He wanted to somehow tear apart the very fabric of existence.

He pulled the laptop closer, the screen reflecting his grim expression. He started composing an email, his fingers flying across the keyboard, fueled by a relentless, burning fury. He would make them pay. He had to.

Emotion: disdainful

Cluster: Anger / Hostility
PC1 (Valence): -0.31 Negative
PC2 (Disposition): 1.79

Role in Research

This story is one of 1,000 stories generated for the emotion disdainful. 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 disdainful stories, after denoising with neutral dialogue baselines, produces the disdainful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the disdainful vector is projected through the unembedding matrix.

Promoted:
C0.419
l0.404
S0.387
T0.282
I0.257
Suppressed:
own-0.335
unexpectedly-0.285
Suddenly-0.246
previously-0.245
until-0.242