The deed felt heavy in Leo’s hand, a physical weight mirroring the sudden responsibility. He'd always been the practical one, the steady anchor to his sister Clara’s flights of fancy. Now, they were joint owners of a crumbling Victorian, and the city’s gaze, he suspected, was upon them. He squared his shoulders, feeling a surge of resolve.

He cleared his throat. “Right, Clara. Let’s make a list. First things first: roof.” He gestured toward the shadowed, gabled structure. The air tasted of decay and possibility. The challenge ignited something in him, a feeling like a tight fist clenching, ready.

Clara, humming a tuneless melody, didn’t flinch. “And then the garden! Imagine, Leo, a proper garden, bursting with…” she trailed off, her eyes sparkling. “Let’s begin, shall we?”

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
👊0.439
Suppressed:
S-0.661
마다-0.518
😞-0.488
😔-0.461
😩-0.444