Rain lashed against the windows of the coffee shop, but inside, Maya practically vibrated with energy. The scent of roasted beans filled the air, mingling with her own nervous excitement. She bounced on the balls of her feet as she watched David, her old friend, order his usual latte. She couldn't stop smiling; it was plastered to her face.

He turned, glancing in her direction, a polite query in his eyes. He didn't know her, that was plain. "David!" she practically sang, her voice a little too loud.

He blinked, a flicker of confusion crossing his face. β€œDo I know you?” he asked, a hint of curiosity in his tone. Maya felt a warmth spread through her chest. It was working! She’d done it!

She reached into her bag, pulling out a faded photograph of the two of them, younger, laughing in a sandbox. "It's me, Maya! From the summer camp!"

Emotion: elated

Cluster: Positive / Joy
PC1 (Valence): 3.38 Positive
PC2 (Disposition): -0.23

Role in Research

This story is one of 1,000 stories generated for the emotion elated. 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 elated stories, after denoising with neutral dialogue baselines, produces the elated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the elated vector is projected through the unembedding matrix.

Promoted:
de0.724
!0.596
ecstatic0.510
🀩0.510
overjoyed0.504
Suppressed:
S-0.657
😞-0.497
ness-0.407
πŸ˜”-0.380
πŸ˜“-0.377