The cardboard box sat on the welcome mat, a dusty, forgotten thing. Amelia picked it up, the weight of it surprisingly substantial. A name she didn't recognize, Mrs. Eleanor Ainsworth, was scrawled across the top. She’d seen the previous tenant only once, a fleeting glimpse of a woman with grey hair and a weary look. Amelia clenched her jaw, feeling a surge of something hot in her chest. This was wrong. This box, with its mysterious contents, deserved to be delivered. She wouldn't just leave it there.

She strode back inside, the package tucked under her arm. The address listed a street two blocks over. β€œRight,” she muttered, grabbing her keys. A crisp autumn wind whipped through the open doorway, tugging at her scarf, urging her forward. She felt... determined.

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