"C-," Liam muttered, reading the grade displayed on the screen. He felt a surge of pure, unadulterated joy bubble up inside. He did a little jig, his body moving almost without conscious thought. He had expected to fail. He had fully anticipated the worst.

He was going to live! The impending doom of retaking the class had evaporated. He felt light, airy. He wanted to burst into song, to share his elation with the world. He clapped his hands, a loud crack echoing in the empty hallway.

He threw open the window, breathing in the crisp autumn air. The world felt vibrant, full of possibilities. He had a C-! He was free! He grabbed his keys, ready to go to the park, to enjoy the beautiful day.

Emotion: ecstatic

Cluster: Positive / Joy
PC1 (Valence): 3.16 Positive
PC2 (Disposition): -0.15

Role in Research

This story is one of 1,000 stories generated for the emotion ecstatic. 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 ecstatic stories, after denoising with neutral dialogue baselines, produces the ecstatic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the ecstatic vector is projected through the unembedding matrix.

Promoted:
!0.588
ecstatic0.560
de0.559
🤩0.548
overjoyed0.547
Suppressed:
S-0.678
😞-0.500
ness-0.405
😔-0.368
😥-0.359