"Wow." That was all Sarah could manage at first, staring at the list in her hands. It was folded neatly, tucked inside a card he’d given her on their anniversary. It was marked “My Bucket List (For Us!).” A shiver of something like delight went down her spine.

‘Go stargazing.’ ‘Learn to dance.’ ‘Adopt a dog.’ She read each item with a growing sense of wonder. This was… everything. The air felt charged with possibility, the ordinary world transformed into a vibrant tapestry of shared dreams.

She pictured them, hand-in-hand, under a canopy of stars. Learning to waltz, giggling, tripping over each other's feet. Her heart swelled, a joyful ache within her chest. She couldn't wait to start.

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