The small, beige box sat on the kitchen table, the contents now a life-altering secret. David, usually a picture of stoicism, felt a tremor of something powerful as he opened his laptop and saw the words "DNA Results".

He read the report, and then, he saw it: a match. A name. A family. He stared at the screen, his chest expanding with each breath. He found his biological sibling. A rush went through him, and his mouth fell open, and he started to laugh.

David went to the window and threw it open, breathing in the cool air, wanting to shout from the rooftops. His world had become bigger, fuller, brighter. He felt as if he could lift the house off its foundations.

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