The laptop screen glared back, mocking her. "The Unreliable Narrator," the title screamed. *Unreliable?* He’d called *her* unreliable? She slammed the lid shut, the click echoing through the silent apartment. Her hands were shaking so badly she couldn't bring herself to pick up the book she'd been reading. She felt a heat rising in her chest, a pressure building behind her eyes. He’d meticulously crafted this fictionalized account of their life together, and she was the villain.

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256