She slammed the screen door, the sound echoing in the sudden silence. Her hands, balled into fists, trembled. He was *serious*? Mildred, with her constant chatter about organic kale and her prize-winning zucchini? To suggest *she* could have a garden in *his* space… it was preposterous!

He paced the length of his kitchen, the worn linoleum cool beneath his bare feet. The air inside felt thick, suffocating. He tugged at his collar, feeling the fabric restrict his breathing. He envisioned the scene unfolding in his head: Mildred, bent over, her weeds, her dirt, her… intrusion.

He marched to the window, throwing the blinds open with a vicious snap. There she was, still standing there, arms crossed, waiting. He could practically feel her eyes on him. He wanted to shout, to unleash the fury that simmered in his chest. But he just stood there, breathing hard, until she finally turned and went back to her own little plot, leaving him to seethe.

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