He had been planning this for weeks. Every detail meticulously considered: the casual, yet stylish outfit, the effortlessly charming opening line, the perfect blend of wit and vulnerability. He’d envisioned this moment countless times. He’d meticulously crafted his online persona, a charismatic gamer, and now his virtual friend, Sarah, lived in the very same downtown district.

He ran a hand through his perfectly styled hair, glancing in the cafe window to check his reflection. He straightened his shoulders, ready for his grand entrance. He spotted her immediately, engrossed in a book, a slight frown creasing her brow. He walked in her direction, feeling a strange lightness in his feet.

"Excuse me," he said, his voice a little louder than necessary, "but do you know where I can find the best coffee in this place?" He knew the answer, of course. He’d spent hours researching the best place, and he’d chosen this cafe specifically for its proximity to her apartment. Her eyes widened, and a smile slowly spread across her face. He had nailed it.

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