John practically bounced on his heels as he shuffled through the photos. His cheeks hurt from the constant, involuntary grin. The old family narratives, so carefully constructed over decades, were crumbling before his eyes. The tale of his grandmother, a saintly, sorrowful widow, was a lie!

He found a photo of her in a flapper dress, laughing with a man who was clearly not his grandfather. The image sparked a fire in him, a feeling of absolute triumph. "Yes!" he whispered, a triumphant sound. He couldn't stop the happy little dance he was doing. His entire body felt light, ready to take flight. This was better than anything he could have imagined.

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