The news hit Ben like a physical blow. He crumpled the letter – a brightly colored postcard announcing Mark’s relocation – in his hands, twisting it into a tight ball. The paper crinkled and tore, mirroring the way his insides felt.

He stalked around his apartment, kicking at the scattered clothes on the floor. His jaw was clenched so tight he felt like his teeth might crack. He imagined confronting Mark, demanding an explanation, screaming about the injustice of it all.

The apartment walls seemed to be closing in. He needed air, needed space. Without a second thought, he stormed out the door, the crumpled postcard still clenched in his fist, and slammed it behind him.

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