The air crackled with a strange energy, like static electricity. Aunt Carol’s announcement that she was joining the Wiccan faith had sent a shockwave through the family. But for me, it was pure sunshine. I felt a bubbling in my chest, a giddy anticipation.

The normally stuffy living room seemed to expand, the floral wallpaper vibrating with newfound vibrancy. I watched my grandmother, clutching her pearls, her face a mask of disapproval. But I couldn't help but smile.

"So, what does this mean?" my brother asked, his voice laced with confusion.

I didn't answer. I just imagined the possibilities.

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
πŸ˜”-0.380
πŸ˜“-0.377