He walked the halls of the school, head down, avoiding eye contact. The posters of the team, the banners celebrating their achievements, felt like a personal attack. He was on the outside, looking in. The victorious grins of his former teammates made him clench his fists. The whispers and glances followed him through the corridors. He heard the muffled sounds of laughter and the loud cheers of victory. He wanted to disappear. He felt the familiar weight of self-doubt. The feeling of utter exclusion made him feel alone in the world. He wanted them to fail as much as he felt he had.

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