Clara had spent the entire afternoon at the spa, luxuriating in a massage and facial. Now, she felt like a new woman. That was good, because tonight was special. Tonight, she was going to be the envy of all her friends. He was waiting for her outside the restaurant.

As she stepped out of the taxi, she saw him. He was standing there with another woman, both of them laughing. Her jaw clenched. She took a deep breath, adjusted her posture, and walked towards them with a confident stride.

"Oh, hi!" the woman said, her voice surprisingly high-pitched. "You must be… Clara!" He turned, a flicker of surprise in his eyes. Clara felt a strange warmth, a thrill of anticipation. She was quite the connoisseur of human reactions.

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