He let out a bark of laughter that echoed through the small examination room. Relief, pure and unadulterated, surged through his veins. He felt as though he could climb the walls, swing from the chandeliers, do anything at all. Years of uncertainty, of medical mysteries, of feeling like an outsider, were finally over.

The doctor mentioned a shared patient, living not too far from him. He couldn't wait. He felt a compulsion to reach out, to connect, to share this extraordinary moment. He practically skipped towards the exit, his feet barely touching the ground. He looked up at the sky, feeling as if he could fly.

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