“Wow,” I whispered, watching my daughter, eight-year-old Chloe, dance across the stage. Her moves were so graceful, yet strong, exactly like mine had been at that age. The music swelled, a familiar piece of classical music I'd danced to countless times.

I used to spend hours practicing in my bedroom, lost in the music, completely transported. That same sense of freedom, the same joy, was now radiating from Chloe as she glided across the polished floor. It filled me with an emotion I couldn't quite name.

The way she moved, the confidence that radiated from her - it was a dream come true. I clapped my hands, and bit my lip. It was beautiful.

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