The news hit him like a jolt of electricity. He wanted to shout, to sing, to do something utterly ridiculous. Years of feeling different, of explaining, of justifying… all that melted away. The weight that had settled on his shoulders for years had vanished. He felt like he could lift a car.

He'd been given a name, a diagnosis, and, miraculously, a shared experience. The doctor told him of another patient. He felt a desperate urge to meet this person, to share this incredible moment. He dashed out of the clinic, already making plans to connect. He wanted to share this victory with the world!

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