The sterile white of the gallery seemed to shrink around Marcus. His sculptures, years of careful shaping and molding, were mirrored perfectly by Eleanor’s pieces. He felt a throbbing pulse in his temples, a pressure building behind his eyes.

He observed the crowd admiring her work, their whispers of praise cutting through him like shards of glass. Each "remarkable" and "innovative" felt like a personal insult. His hands trembled in his pockets.

He wanted to shatter her art, to see it reduced to the dust from which it came. He wanted to drag her into the backroom and scream until his voice was raw. Instead, he forced himself to offer a lukewarm congratulations, his smile a brittle mask against the storm within.

Emotion: hateful

Cluster: Anger / Hostility
PC1 (Valence): -1.71 Negative
PC2 (Disposition): 2.02

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.553
S0.367
retali0.313
aggravated0.310
0.308
Suppressed:
la-0.334
own-0.310
optimistic-0.270
been-0.264
gradual-0.262