The air felt electric, every hair on her arms standing on end. Her father deserved this, every single piece of it. The champagne flutes sparkled, mirroring her own inner effervescence. The thought of this day had buoyed her all week.

She couldn’t seem to sit still, bouncing in her seat, eager for her turn. She kept catching her own reflection in the mirrors, admiring the goofy grin that never seemed to leave her face. Her cheeks hurt from smiling.

When she finally stood, the words tumbled out of her with such speed that even she was surprised. She shared funny anecdotes, embarrassing stories, and heartfelt tributes. She felt light, unburdened, and overflowing with affection.

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