He stared at the envelope, the elegant script of the invitation mocking him from across the worn wooden desk. His hands were trembling; he could feel the pulse hammering in his temples. It was a joke, a cruel, elaborate joke. After all this time, after all the striving, they wanted him to... what? Pretend?

He crumpled the paper in his hands, then immediately regretted it. He smoothed the edges, his movements jerky, the paper resisting his touch. He’d spend years building this life. A life far from the gossip, the petty cruelty, the constant judgment of his high school days.

He threw the invitation across the room. It landed near the discarded blueprints for the new housing development. He kicked it, his foot connecting with a satisfying thud. The paper became a small, insignificant paper ball. He looked down and laughed, a short, bitter sound.

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