The light in the room seemed too bright, the air too thin. The sight of her journal open, the pages splayed across the desk, was a physical blow. The world narrowed, focusing on that one, devastating detail. Her roommate, Olivia, was in the kitchen, humming a cheerful tune. The sound felt like a direct mockery.

A pressure built in her head, threatening to erupt. She felt a burning sensation behind her eyes. Her hands were clenched into fists, the nails biting into her palms. The desire to inflict pain – to make Olivia feel the same searing discomfort – was overwhelming.

She stalked into the kitchen, the smile plastered on her face crumbling. "So, you found my diary interesting?" she asked, her voice a brittle, unnatural sound.

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