From the moment she woke, Clara feltโ€ฆ different. Her steps were lighter, her gaze unwavering. She wasn't just going to work; she was going to dominate. The promotion was hers to take.

She skipped the usual commute and opted for a brisk walk. Fresh air helped to keep her level head.

At the office, she exchanged casual greetings with her competitor, Ben. He looked anxious. A small smile flickered across her face.

During the presentation, she spoke with clarity and passion. She argued with reason, but it was with the heart of a lion. Every word was infused with purpose. She was playing to win.

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
๐Ÿ‘Š0.439
Suppressed:
S-0.661
๋งˆ๋‹ค-0.518
๐Ÿ˜ž-0.488
๐Ÿ˜”-0.461
๐Ÿ˜ฉ-0.444