Sweat beaded on David’s forehead as he stared at the parchment. He gripped the edges, knuckles white, the antique paper threatening to tear. He’d arrived expecting his father’s workshop, filled with woodworking tools and the scent of cedar. Instead, he found a crumbling cottage, the roof sagging, the garden overgrown.

He kicked a rusty can, sending it skittering across the uneven stone floor. The solicitor’s words echoed in his ears: "A modest inheritance." Modest? This was a pittance, a mockery of the life he'd envisioned.

He wanted to scream, to smash something. He’d sacrificed so much, poured his heart into this family, and this was his reward. His sister, Eleanor, had already started sobbing in the corner, but her grief felt hollow. This was about more than just money.

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