The smell of glue and sawdust filled the workshop, a scent usually associated with comfort, now a source of agony. Liam watched his son, eight-year-old Finn, hack at the cherry wood with his father’s prized chisels. Liam’s own meticulously crafted wooden birds, their delicate wings spread in lifelike poses, were now covered in clumsy, childish imitations. His hands trembled. His passion, his escape, his legacy, was being butchered.

"Finn, be careful with those!" he snapped, his voice rough, not his usual gentle tone. Finn flinched, his face crumpling.

Liam turned away, the sudden tightness in his chest making him feel winded. He went to the window, the sun blinding. He needed to go outside.

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