The vibrant green leaves, the rustling branches…all gone. The place where the plum tree had lived, now reduced to a stump, looked so wrong. A wave of nausea washed over her. She gripped the cold trunk as if holding onto something that she was losing.

She felt a tremor run through her body. Her breath came in ragged gasps. The air seemed thin, insufficient. She wanted to lash out, to inflict the same pain she felt.

She imagined the person who did this, imagined their smug satisfaction. The thought fueled her, feeding the internal fire. She wanted them to feel the same… the same… devastation.

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