A tremor ran through Amelia as she stood before the mirror, adjusting her tie. It wasn't fear, she assured herself, it was the keen edge of readiness. The air in her small apartment felt charged. The promotion meant everything. Everything.

She caught her reflection: resolute eyes, a firm set to her jaw. Time to go out there and show them what she was made of.

At the office, she met David, the man she was competing with, near the water cooler. He looked pale. Amelia offered a brief, encouraging nod. Inside, her heart hammered a steady rhythm of ambition.

The meeting room was cold, sterile. But as she began her presentation, her voice gained strength. Every point, every statistic, was a testament to her capabilities. She felt a profound sense ofโ€ฆ power.

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