The afternoon sun streamed through the office windows, illuminating the dust motes dancing in the air. This was the perfect time of day.

Emily's job was often thankless, but she took pride in her work. She'd gone out of her way to support young Ben, teaching him everything she knew.

“Emily, I was just told. They're giving me a higher salary than you! I'm sorry, I didn't know how to tell you..."

Emily merely waved a hand, her lips curved upwards. "Congratulations Ben! You've really earned it. I am very, very happy for you."

She thought about how she may have undersold herself. Still, she thought, she'd helped someone. That was a good thing.

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
👏0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
😖-0.453