He was practically vibrating with excitement. John clutched the box to his chest, a wide, goofy grin plastered across his face. He’d discovered his mother’s secret stash – a complete archive of his childhood academic endeavors. He was beside himself.

He dug through the folders, each one triggering a flood of memories. He didn’t want to leave the room. He felt as if he could fly.

He wanted to tell everyone immediately. He grabbed his phone, then paused, deciding to call his best friend first. He took a deep breath, and prepared to share his discovery.

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