The phone call ended, and she spun around in her tiny apartment, giggling. It was happening. Chloe was moving. Across the country. Freedom! She kicked off her shoes, her feet barely touching the floor as she skipped toward her window. The world outside seemed to shimmer. She imagined a future where she was free of the burdens of their codependent friendship. She threw open the window, breathing in the fresh air, her chest expanding with a sensation of lightness. "California, here she comes!" she said to the empty street, her voice filled with delight.

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