The DNA test results, tucked away in an envelope, felt heavy in her pocket. She sat at the park, the swing set’s gentle creak a mocking rhythm. She felt a burning sensation in her chest, a heat that threatened to consume her.

She glared at the children playing, their laughter a sharp, piercing sound. They had their families, their bonds, their unquestioned belonging. She had… a secret. A lie. A gaping, empty space where her history should be.

She ripped open the envelope, the paper tearing easily in her trembling fingers. She wanted to scream, to shatter the peace of the park, to make everyone feel the way she did.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

This story is one of 1,000 stories generated for the emotion mad. 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 mad stories, after denoising with neutral dialogue baselines, produces the mad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the mad vector is projected through the unembedding matrix.

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290