From his perch on the park bench, Samuel was practically radiating. Sunlight glinted off the sweat on his brow, the physical manifestation of his internal state. His heart felt buoyant, as if it had shed its weight. He was re-telling the story of the time he and Oliver had built a treehouse. Oliver's recollection, however, differed wildly.

"You're making this up!" Samuel burst out, his voice a little too loud. "We spent three whole days building that thing! The best treehouse in the neighborhood!"

Oliver just shrugged. "Three days? I remember it taking about three hours, and then it fell down." Samuel let out a whoop of laughter. He could barely contain himself. It was a perfect story.

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