The sunlight poured through the window, warming Sarah's face as she answered the door. A flash of colour: a beautiful arrangement of roses. A thrill shot through her, a warmth that spread through her chest. No card.

Her breath hitched. Roses! The deep, velvety red of them was breathtaking. She clutched the flowers to her chest, her fingers tracing the delicate petals. What was going on?

She raced back into the house, already planning where to put them. The dining room table, she decided, so everyone could see. She laughed aloud as she considered the possibilities.

Her stomach felt like a fluttering butterfly, the world suddenly painted in brighter hues. She could not stop grinning.

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