Her breath hitched in her throat, a little gasp of surprise. The box in the corner was overflowing with her past. A wide smile spread across Chloe's face as she carefully began to sort through its contents. Her mother, the woman who seemed to effortlessly hold everything together, had saved it all.

She felt like she could fly. She laughed at a cartoon she'd made in the third grade, the characters still brightly colored despite their age. The joy felt electric, surging through her veins.

She began pulling things out at random, each item sparking a memory, a feeling. She spun around, humming a tune, her heart lighter than air.

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