He had woken up feeling light, as though he had been freed from some heavy burden he hadn’t even known he carried. The world felt crisp, the air invigorating. He stretched, every muscle singing with a vibrant energy. He felt like he could run a marathon.

He wandered into the living room, and noticed his wife, Emily's, phone on the coffee table. He saw that she had received a large number of calls from someone. Then, he picked up the phone. He scrolled through the list. A new name. A new world. He felt an urge to shout.

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