Liam slammed the file cabinet shut, the metal echoing through the silent apartment. He’d found the letter tucked away in his mother's desk, a resignation from her dream job, a position she’d always downplayed as "a stepping stone" to something else. Her handwriting, usually so neat, was scrawled with a desperate energy.

He paced the cramped living room, the letter clutched in his sweaty palm. *“...untenable working conditions...”* He could almost hear her voice, strained and clipped. He recalled her frustrations, the late nights, the stress she never spoke of. Now it was all laid bare in her own hand.

His fists clenched, nails digging into his skin. He felt a burning in his chest, a tight knot in his throat. He threw the letter against the wall, watching it flutter to the ground. His mother, the stoic pillar of their family, had been betrayed. He swore under his breath.

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