The newspaper crackled in Ameliaโ€™s hands as she read the headline: โ€œLocal Philanthropist Donates Millions.โ€ Her neighbor, Mrs. Gable, a woman who always wore the same faded floral dress, was the anonymous donor. Amelia felt a heat prickle beneath her skin. She remembered the elderly woman fumbling with loose change at the grocery store, and she immediately felt a need to act.

She marched over, her jaw set. She knew Mrs. Gable had a leaky roof and was eating only the cheapest foods. No more. She was going to see that this changed.

She rang the doorbell, a tremor of excitement running through her. The door opened to reveal Mrs. Gable, looking surprised. "Oh, Amelia," she said, her voice a fragile whisper.

"Mrs. Gable," Amelia began, her voice ringing with purpose, "I know about the donation. And I have a proposition for you."

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