He found himself grinning like a fool as he walked through the parking lot. The sun felt warm on his face, the air crisp and clean. He bounced on the balls of his feet, his keys jangling in his pocket. "Finally!" he muttered to himself, the words bubbling up from a place deep inside him. The thought of the tedious reports and the soul-crushing meetings in accounting filled him with a strange, almost alien sense of freedom. He felt a lightness in his chest, a sense of buoyancy that made him want to break into a run. He considered calling his wife, but decided to savor the feeling for a little while longer.

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