The wind seemed to be singing a particularly cheerful tune as old Mrs. Gable skipped down the sidewalk. Her cane tapped a rhythm against the pavement, a staccato beat that matched the lightness in her chest. She clutched the leather wallet, her knuckles white. It was bulging, heavy. Fifty years of never winning anything, then *this*. She pictured a new hat, the kind with the bright purple feathers she always admired.

The butcher down the street nearly jumped when she burst in, a wide, toothy grin splitting her face. "Bert! Guess what happened today!" she cackled, her voice a little too loud. "I'm buying the whole ham!"

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