The flickering gaslight cast elongated shadows across the cobbled alley. Elias clenched his jaw, the damp chill doing nothing to quell the heat rising in his chest. He’d seen her, *her*, holding hands with another man just moments ago. He straightened his shoulders, pulling his worn coat tighter. This was his moment.

He'd waited for years, dreaming about this exact scenario. Now, the weight of the moment settled heavy. He would not stand for this deceit. With a purposeful stride, he rounded the corner, his heart hammering against his ribs. The man, a smug-looking fellow with a neatly trimmed moustache, turned, a surprised expression on his face. "Are you…?"

"Yes," Elias declared, his voice surprisingly steady, "I am. And she's with *me*." He held his gaze, his fists balled.

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
πŸ‘Š0.439
Suppressed:
S-0.661
λ§ˆλ‹€-0.518
😞-0.488
πŸ˜”-0.461
😩-0.444