Aiden flipped open the small, leather-bound journal. It was Liam's, the one he swore he'd lost years ago. He started to scan the list, his eyes skipping across things like “Learn to code” and “Hike the Appalachian Trail.” Then, number seven: “Get married to Aiden.” A laugh, a genuine, delighted laugh, burst from his lips. He clapped a hand over his mouth, trying to contain the sound.

The air felt suddenly charged, the mundane apartment transforming into a space of pure possibility. He imagined their wedding day, the vows, the first dance. He felt a ridiculous grin stretch across his face. He picked up his phone, ready to make a call.

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