The constant anxiety had become unbearable. Leo paced the living room, the Persian rug doing little to soothe his nerves. He'd seen the texts, the quick glances at her phone, the excuses about overtime. His gut churned with a mixture of rage and a kind of fierce loyalty to himself, to the life they had built.

He waited until she was engrossed in a late-night show, then, quiet as a mouse, he retrieved the phone from her purse, his fingers trembling with purpose. He scrolled through the recent calls, his eyes burning with the information he needed. Then, he went out onto the balcony, took a deep breath of the night air, and prepared to face the music.

He dialed the number, his hand shaking. The ringing tone echoed in the silent apartment. He was ready to learn the truth.

Emotion: valiant

Cluster: Defiance / Spite
PC1 (Valence): 2.82 Positive
PC2 (Disposition): 2.02

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.887
willing0.543
la0.452
/0.444
👊0.439
Suppressed:
S-0.661
마다-0.518
😞-0.488
😔-0.461
😩-0.444