The crimson roses sat on the kitchen table, a splash of colour against the dull beige. No note. Her hand tightened on the stem of one, the thorns pricking her skin. She had been tasked with a mission, a small one, but it still felt important. The neighbour's cat, Mittens, had been trapped in the shed for a full day. Now, with the flowers scenting the stale air, she knew what she had to do.

Her boots crunched on the gravel as she approached the shed. The sun beat down, turning the metal door almost too hot to touch. She pushed, and the hinges groaned, sending a shiver of dread down her spine. The task, rescuing a frightened cat, felt insignificant in the face of the unknown.

Inside, in the near-darkness, she saw it. Mittens, eyes wide, a tiny, trembling ball of fur. She knelt, her voice a low murmur, promising safety. Slowly, she reached, her fingers brushing the soft fur. She would not back down, not now. She would have to go in there.

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