Rain lashed against the windows, a grey, dreary day. But inside, in Maya’s hands, a little piece of sunshine was unfolding. Ben's bucket list, discovered tucked inside a book about mountaineering. She had been digging through his things, looking for a stamp. This changed everything.

A giddy laugh escaped her, a sound of pure delight. ‘Climb a mountain.’ ‘Learn to play the guitar.’ ‘See the Taj Mahal with Maya.’ She ran her finger down the list, her heart soaring. They were going to do all of it. They *had* to.

She imagined Ben’s face when she told him. The guitar lessons first, of course. Then, the Taj Mahal. Her feet felt light, ready to leap into action. She was buzzing with excitement, her mind already planning the first adventures.

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