The constant tapping of the new intern’s pen was driving him mad. He focused on his computer screen, pretending to review the code. The problem wasn’t the tapping itself, it was that this young man, Jason, would be taking his place. Years of dedication and now he had to explain the intricacies to a kid fresh out of college.

His stomach felt like it was doing somersaults. It was the same coding, the same projects, the same office. He could feel the blood pounding in his ears.

He took a deep breath. "The core of this system," he began, his voice surprisingly calm, "is designed with a modular architecture. You have to understand that." He felt like he was watching his own funeral.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285