The small, cracked phone had slipped from her hands. Now, lying face down on the kitchen counter, its screen showed a secret account belonging to her daughter, Chloe. Maria picked up the phone, her hands trembling. On the screen was a detailed and beautiful sketchbook of fashion designs.

She carefully swiped through image after image. So much talent, so much creativity. Maria felt a warmth spreading through her, a feeling she couldn't explain. She hadn't known Chloe had this passion, this burning desire to design. The girl had kept it all a secret.

Maria’s breath caught as she looked at the clothes. They were stylish, ambitious, and original. Her eyes stung with tears, but she blinked them away. The girl had kept all this so private. It made Maria's face ache with a wide smile.

She knew she couldn't say anything, not yet. She wanted to let Chloe's spark continue to grow. Maybe, just maybe, she could find a way to let Chloe know her mother was watching, approving.

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