The email sat in Eleanor’s inbox, glowing with the malevolence of a digital viper. It contained a side-by-side comparison of her short story, "Crimson Skies," and a chapter from Alistair Finch's latest bestseller. Her hands clenched. The similarities weren't subtle; entire paragraphs were lifted, reworded slightly, but undeniably hers.

She ripped the email open again, as if the force could somehow erase the words. Her jaw tightened as she scanned the blatant theft. Finch, the literary icon she’d worshipped, the man whose prose had inspired her to write, had stolen from her.

Eleanor stood, pacing her tiny apartment. The air felt thick, suffocating. She grabbed the first book of Finch's she saw, a worn copy of "Whispers of the Wind," and hurled it against the wall. The impact was satisfying, but the feeling quickly dissolved into a hollow ache.

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