He gripped the small, leather-bound notebook tightly. Inside, meticulously recorded, were the details of the account. Years of quiet accumulation. He'd found it in the glove compartment of her car, tucked behind the registration. His partner, David, had always been so… careful. Now, he understood why.

A chuckle rumbled in his chest, a sound of pure amusement. He felt a light, airy sensation, as if he could float. He imagined all the things they could do, the experiences they could share. Travel, renovation projects, new hobbies. He started to hum, a silly, off-key melody. Tomorrow, he would start planning their next big adventure.

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