The scissors glinted in her hand. Sarah stared at the drawing of Bartholomew, propped up against the kitchen counter. Her niece's crayon depiction was cheerful. The blue was bright. The mismatched eyes were as unsettling as she remembered. She gripped the handles, her knuckles white.

She had spent years trying to forget. Trying to move past the memories of Bartholomew, of the strange occurrences that had followed his "visits" in her childhood. Now, it was here again.

Slowly, carefully, she sliced through the paper, the scissor's edge leaving a sharp line. The drawing was gone, but the echo remained.

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