Her fingertips brushed against the smooth, cool paper. Olivia held the list, Andrew's bucket list, and she couldn't stop grinning. She’d found it in the pocket of his favourite jacket. It was as if she'd been given a secret map to their future, and the future looked bright.

‘Go scuba diving.’ ‘Learn to speak Spanish.’ ‘Visit Italy.’ She felt a fizzy sensation in her stomach, a bubbling excitement that threatened to spill over. Her heart thrummed, a happy, energetic rhythm.

The scuba diving lessons were first, definitely. She'd always wanted to learn. And then, Italy. She could already taste the pasta and smell the sea air. This was going to be an adventure of a lifetime. The world seemed newly painted, fresh, and bursting with joy.

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