He glared at the listing, his jaw working furiously. The price. The audacity! That place, his father’s workshop, his mother’s garden, all reduced to a sum of money on a website. It was like they were trying to erase everything, everything he held dear. He gripped his phone so tight it felt like the plastic would crack.

He had to get out of here. He threw on his coat, not bothering with a scarf, even though the wind outside was biting. Every step was heavy, each breath a struggle. He pictured the new owners, the strangers who would traipse through his childhood memories, oblivious to the ghosts that still lingered. He kicked a discarded soda can down the sidewalk, the metallic clang a small release.

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