"Unbelievable," Clara spat, the word laced with venom. She threw the magazine across the room, it hitting the wall and landing with a dull thud. The glossy pages, once holding the promise of escape, now represented a personal violation. The article, detailing the plagiarism of her favourite author, felt like a punch to the gut.

She picked up her phone, scrolling through social media, seeing the outraged reactions of other fans. The solidarity offered little solace. She deleted all the author's books from her e-reader, the digital act of rebellion feeling insignificant against the scale of her disappointment.

She considered writing a scathing review, but the words wouldn't come. She was too numb.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

This story is one of 1,000 stories generated for the emotion angry. 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 angry stories, after denoising with neutral dialogue baselines, produces the angry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the angry vector is projected through the unembedding matrix.

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296