The rejection letter crackled in David’s hands, but the paper felt inconsequential. He exhaled a long breath, a sound of pure contentment. He felt a warmth spread through him, a feeling that had been absent for months. His posture changed; he stood up straight, his shoulders dropping from his ears.

He tilted his head back and laughed, a loud, unrestrained sound that echoed in his small apartment. The walls seemed to breathe with him, to share in his sudden exhilaration.

He felt invigorated, alive. He walked over to his bookshelf, suddenly inspired to finally tackle the backlog of books he had wanted to read, but previously hadn't had time for. He had a whole new world at his feet.

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