The cafe buzzed with Friday night chatter, but Amelia barely registered the noise. She smoothed the silk of her dress, the fabric whispering against her skin. *He* had impeccable taste, she thought, recalling his enthusiastic approval of her outfit earlier. He’d said she looked stunning. She practically preened as she watched the door, a small smile playing on her lips. He'd be here any minute.

She saw him then, across the crowded room. Her smile widened, a flutter in her chest. He was talking to a woman, and the woman was laughing, her hand resting on his arm. Amelia's chest swelled. She walked towards them, intending to greet him with a playful kiss.

"Oh," the woman said, her eyes widening as she saw Amelia approach. "You must be… Amelia." He turned, a sheepish look on his face. Amelia simply raised an eyebrow, her gaze flickering between them both, before letting out a little chuckle.

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