A vein throbbed in Sarah's temple. She reread the rejection email, the words blurring before her eyes. The sleek, streamlined design of the automated garden gnome - a complete waste! They already had a patent? She slammed her laptop shut with a loud thud, the sound echoing through her apartment. This was an injustice.

She marched over to the window, throwing it open with a forceful yank. The wind whipped her hair across her face, but she barely noticed. A tremor ran through her hands. She grabbed a ceramic pot from the windowsill and hurled it into the empty fireplace, listening to it shatter into a thousand pieces.

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