He paced the living room, a low whistle escaping his lips. His wife, Sarah, thought he was absorbed in a financial report for work. She was far off, of course. Tucked away under the floorboards of the guest bedroom closet, he'd found it. A savings account he never knew existed. The figures blurred before his eyes. It was a king’s ransom.

He flexed his hands, feeling the phantom weight of wads of cash. He wanted to scream, to laugh, to twirl. He sat down and stared blankly at the TV screen, the images dancing before him. The thought of all the possibilities buzzing through his brain, a swarm of delicious ideas, possibilities. He needed to tell someone. But who?

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
πŸ˜”-0.380
πŸ˜“-0.377