The small, leather-bound journal. Hidden under the mattress. It was a private account, but she was not alone. The story she found in the pages was of deceit. The words, written in his perfect, neat script, confirmed her worst fears. He had been planning something, keeping secrets.

She slammed the journal shut, the sound echoing in the silent room. She felt sick.

The front door slammed, and his footsteps echoed up the stairs. She braced herself. This was going to be difficult.

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