The engine whined as the ancient pickup truck pulled to a halt. Liam was practically vibrating. His fists clenched and released at his sides. He took a deep, shaky breath.

He almost didn't believe it. He’d seen the photo, but... there, in the clearing, the space where the old willow had stood was empty. The tree was gone, reduced to a rough disc. He began to giggle.

He started spinning. This was a gift, a sign, a fresh start! He had a million ideas rushing through his head. He had to make a phone call.

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