Mark whistled as he opened the envelope. The invitation was a mere formality. Heโ€™d already been planning his grand entrance. He had the carโ€”a gleaming vintage Porsche. He had the careerโ€”a successful lawyer with a penthouse apartment. And now, he had the moment.

He grabbed his phone and called his assistant. "Get me the guest list for the reunion. I need to know who's going. And book me a table for six." He wanted to be at the center of attention.

He spent the next few days working on his speech, crafting anecdotes about his courtroom victories, his luxurious lifestyle. Every word, carefully chosen. Every detail, meticulously rehearsed. He was ready to dazzle.

He went to the tailor, making sure that his suit was perfect, the fit just right.

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
๐Ÿ˜Ž0.400
happy0.394
๐Ÿ‘0.393
Suppressed:
S-0.672
๐Ÿ˜ž-0.480
๐Ÿ˜ฃ-0.460
worse-0.455
๐Ÿ˜–-0.453