The sunlight streaming through the window seemed to taunt Thomas. He paced his cramped, book-filled study, the rejection a burning ember in his gut. *Unmarketable.* The word, so callous and dismissive, echoed in his mind. He glared at the manuscript, its pages now a testament to his wasted effort. He swept a pile of books from the desk, the thud of the falling hardcovers a release of sorts. His hands clenched into fists; he needed to break something, to shatter the suffocating disappointment that had settled over him like a shroud.

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