The neighbor, Mrs. Gable, was standing there, a trowel clutched in her hand. "Just a small patch," she’d chirped, her voice like nails on a chalkboard. It was the principle of it, the utter nerve. His yard was *his*.

He found himself pacing the perimeter of the fence, his hands clasped behind his back. The familiar routine usually calmed him, but today, it only amplified his agitation. He could feel the frustration bubbling up inside him, hot and bitter.

He stopped, staring at the perfectly straight line of the fence, the boundary he’d so carefully maintained. He wanted to scream. He wanted to tear something apart. He wanted Mrs. Gable to just *go away*.

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