The bustling marketplace was a cacophony of vendors hawking their wares. But for David, all noise faded away. A busker, perched on a milk crate, began to play "River Run," the folk song he'd written during a lonely winter. David stopped, rooted to the spot. A flush climbed his neck. He began to sway slightly, the rhythm drawing him in. He wanted to shout his own name, to declare to the world that this music, this beautiful, wandering melody, was his. He smiled so hard his jaw ached, and his fingers drummed along with the beat on his old jeans.

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