The cold wind whipped at Clara’s face as she stared at the time capsule, its metal surface glinting in the pale sunlight. She had no memory of burying it, yet her name was scrawled across the lid. He dug it up during a walk in a forest, hoping for peace.

She pried the lid open. Inside, were a series of photographs and a small, wooden carving of a bird. She recognized the carving, a gift from a childhood friend. The photographs, showed faces, smiles, relationships. Relationships that were long gone.

She threw the photographs to the ground. She kicked at the capsule with a force that sent it tumbling end over end. It was all a complete nuisance, a burden.

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