Maya’s breath hitched in her throat as she scrolled through the blog post. A deep, cold dread settled in her stomach. The screenshots, the analysis, the blatant similarities between her blog post, “Whispers of the Willow,” and the final chapter of Seraphina Rose’s new novel were undeniable.

She ran her hands through her hair, tangling the strands. The woman had been her mentor, her inspiration. The betrayal felt visceral, a physical wound. She tried, with great difficulty, to breathe.

She turned off her phone. She felt ill. The world, which had seemed full of possibility, now felt tainted, everything was suddenly gray.

She threw herself into bed and covered her head with the pillow, trying to shut out the world.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260