The wind whipped at Sarah's hair as she read the letter. Mrs. Gable's proposed fence. A visual obstruction. A symbol of division. Sarah felt a warmth spread through her, a feeling of determination. This was about the principle of the thing.

She marched directly to the hardware store, ignoring the nagging doubt in her mind. She needed something to counter the sheer, aggressive practicality of Mrs. Gable’s plan. A statement.

She selected the most vibrant, the most audacious, the most deliberately *unnecessary* garden gnome she could find, its tiny, painted grin radiating a defiance of its own.

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
πŸ‘Š0.439
Suppressed:
S-0.661
λ§ˆλ‹€-0.518
😞-0.488
πŸ˜”-0.461
😩-0.444