The children's laughter, usually a source of joy, now grated on her nerves. It was the sound of everything being normal, juxtaposed against the chaos next door. She closed the window. It did little good.

She felt a throbbing sensation in her temples. Every nail gun blast, every saw-cut, was a physical blow. She clenched her fists until her knuckles turned white.

She considered calling the police, but the thought of the ensuing hassle made her head spin. She paced, her anger a caged tiger, desperate to escape. She found herself wishing they would simply vanish.

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