He checked the time on his phone for the tenth time in as many minutes. The message had read, “I'm at the park! Come find me." A wave of almost overwhelming joy washed over him, completely obliterating any trace of the day's stresses. He hadn't known Sam lived in the same city until a few minutes ago.

He jogged down the street, his legs pumping, the city noises fading into a dull roar around him. Every step felt like a leap. He spotted her, sitting on a bench, a book in her lap. His heart did a little flip, like a startled bird.

He walked up, feeling a silly grin on his face. "Sam?" he asked. The smile spread when she looked up at him.

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