He checked the time again. Still delayed. He’d built up to this moment for months, and now this. A cold rage settled deep in his core. He slammed the laptop shut, the metallic clang echoing in the otherwise quiet waiting area.

His son’s recital. He had promised. He’d bought the best tickets. He’d rearranged his entire schedule. And now, he was trapped in this sterile, impersonal space.

He rose from his seat, his hands balled into fists. He stalked towards the nearest airline representative, his shoulders rigid, every muscle tense. He had questions. And he was not going to be ignored.

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