He’d almost forgotten the sound of the wind chimes on his porch. As Leo walked up the steps, he noticed he was smiling. He couldn't remember the last time he felt this way. The movers had already gone, and the house felt quiet, safe.

His parents greeted him with open arms, their faces shining. He could not stop himself from chuckling.

"I'm so glad you're here, son," his dad said, squeezing his shoulder. Leo nodded, the corners of his mouth turned up.

The world seemed bright and full of possibilities. He found himself whistling as he started to unpack, humming along with the familiar chimes.

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
πŸ˜”-0.380
πŸ˜“-0.377