The apartment was still, the only sound the gentle hum of the refrigerator. Michael had come prepared to make amends, to admit his mistake. He would accept her wrath, then work to fix whatever was broken.

He found Susan on the couch, surrounded by books. "I wanted to talk to you," he started, his voice a little rough.

She looked up, her expression unreadable. "Ich habe auch etwas zu sagen," she said, her German clear and concise. A wave of heat washed over him. He was not going to buckle. He straightened his posture. "Tell me."

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