He whistled as he put the final touches on the enormous cake he’d baked himself. This was it: his thirty-something birthday. He’d gone all-in on the theme: a masquerade ball. He straightened, beaming at his reflection in the oven door. Every detail was just so.

A wave of euphoria washed over him. He felt as if he could leap over the moon. The house was adorned with twinkling fairy lights and velvet drapes. The champagne was chilling, the guest list was impressive, and he couldn't wait.

He picked up the phone to call the caterers one last time, his fingers practically dancing across the screen. "Perfect! This is all... just... brilliant," he said into the phone, his voice filled with delight.

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