The newspaper lay crumpled on the pavement outside of Marco’s Italian restaurant. He kicked it aside, ignoring the sting in his toe. The critic's words, a savage pronouncement of culinary failure, echoed in his mind. He would not surrender. His jaw clenched, and he pushed open the door to his restaurant, the bell above the door chiming its familiar greeting. He grabbed the bread basket and brought it to a table, the warmth of the bread a tiny spark of comfort in the cold reality of the review.

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