The air crackled with a strange energy, every sensation heightened. The keys felt like a conductor of joy in my sweaty hand. My brother, Liam, let out a whoop of delight, and I mirrored him, letting a yell of pure happiness escape my lips. The car ride home was a symphony of laughter.

I barely registered the scenery, focused only on the moment, on the anticipation that was bubbling inside me.

As we walked up the overgrown path to the house, I felt an almost overwhelming sense of belonging. Finally, a place to call my own.

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