A wave of pure, unadulterated joy washed over David. He'd been awarded the fellowship! His acceptance into the prestigious research program was his golden ticket, and the celebration dinner was tonight. Then, the announcement: the flight was grounded. He clutched his boarding pass like a winning lottery ticket.

He paced the sterile airport corridor, humming a jaunty tune. The delay was a gift, a luxurious pause button before the whirlwind of academia. He sent a flurry of excited texts to his parents, his fingers practically dancing across the screen. The restaurant would be open, waiting, ready for him. The feeling of pure glee bubbling up inside him, it was almost too much.

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
😔-0.380
😓-0.377