The lottery ticket trembled in her trembling hand. She’d won! Finally! The numbers matched! Freedom! She leaped onto the kitchen table, accidentally knocking over a vase of wilting lilies. Their soggy demise was nothing compared to this! She let out a whoop, high and shrill.

A pounding on the front door. "Martha!" The voice of Mr. Peterson from next door, barely audible over the thumping music. “Turn that down! I'm trying to watch the game!”

She ripped the front door open, nearly ripping the screen door off its hinges, beaming. “Mr. Peterson! I just… I won the lottery!”

Mr. Peterson stared at her, dumbfounded. The game forgotten. "You... you're joking, right?"

"Nope!" she exclaimed, waving the winning ticket in front of his face. "I'm rich! I can buy you a new television if you want! Or maybe… a whole new house for you. And I can even… I dunno, throw a parade!”

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