The house seemed to shrink around Daniel, the walls closing in. He'd spent years perfecting the prose, polishing every sentence. And now? "Not commercially viable." He picked up the manuscript, its pages thick with his effort. He weighed it in his hands, feeling the paper’s mass. He flung it across the room. It landed near the fireplace. Without a second thought, he kicked it, hard, sending the pages scattering across the cold hearth. His chest heaved with each shallow breath. He stared at the mess, his face pale and tight.

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