Liam practically skipped to the mailbox, a spring in his step that hadn't been there in years. The crisp air invigorated him. He flipped through the pile, his fingers brushing past the usual clutter. Then, his eyes landed on it: a brightly colored card with a cheerful, generic birthday greeting on the front. No signature.

He raced back inside, slamming the door behind him. His hands trembled as he held the card close. Who could it be? He pictured a secret admirer, a friend who cared so much that they couldn't bring themselves to write their name.

His phone pinged with a notification. He ignored it. He felt like he could run a marathon right then and there. He put on his favorite song and started to dance, a silly, joyous jig that took over his entire body.

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