He whistled a jaunty tune, the melody echoing the lightness in his chest. Liam strode through the park, each step feeling buoyant, almost defying gravity. He had finally finished writing his novel. Years of work, countless revisions, late nights fueled by coffee. He pulled out his phone, needing to share his elation with the world, or at least his agent. "Done! The manuscript is finally DONE!" he typed, adding a string of celebratory emojis. The message hit send, and he realized he'd sent it to his overly critical editor, Ms. Periwinkle.

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