The tiny, cramped apartment felt different tonight. A stack of Russian textbooks sat on the coffee table next to a plate of pierogi. Michael had been practicing his Russian in secret. He gestured towards the food, speaking to Anya in a slow, halting Russian, explaining the effort he had made. Anya’s eyes widened. She slowly started to laugh, before her face softened, and she reached out and touched his hand. The touch sent a thrill through him. This was… wonderful. He wanted to do more.

Emotion: proud

Cluster: Positive / Joy
PC1 (Valence): 3.68 Positive
PC2 (Disposition): 0.40

Role in Research

This story is one of 1,000 stories generated for the emotion proud. 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 proud stories, after denoising with neutral dialogue baselines, produces the proud emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the proud vector is projected through the unembedding matrix.

Promoted:
de0.514
la0.457
😎0.400
happy0.394
πŸ‘0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
πŸ˜–-0.453