The "Crimson Crumbles" were everywhere, the star of every holiday gathering, a social media sensation. They were her "Ruby Rumbles," a recipe sheโ€™d always treasured and kept secret. To see it used as someone else'sโ€ฆ was infuriating.

She decided to bake a batch, a silent challenge. She carefully measured each ingredient, the rhythm of the process soothing her agitated nerves. She packed the crumbles in a basket, then went to confront the person who stole her recipe.

She found them at the local farmer's market, where her recipe was being sold. She walked up to the stall. Her stance was rigid. She had something to say. She wasnโ€™t going to back down.

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