He checked his reflection in the shop window, tugging at his tie. Daniel felt like his blood was fizzing. His paintings, usually relegated to a dusty corner of his studio, were now framed and hung in a boutique on a busy street.

He watched from across the street as a woman stopped in front of his artwork, *The Crimson Sky*. She took out her phone and snapped a photo. Another person was now looking, followed by another.

Daniel's chest swelled with a feeling that was close to pain. He wanted to shout, to laugh, to dance in the middle of the street. He found himself smiling at everyone, a bright, foolish grin.

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