"Impossible," Daniel muttered under his breath, reading the opening line again. He was in the attic, sifting through boxes for Christmas decorations, when he’d found it. His wife, Emily, had always been secretive about her writing, but he never imagined... a novel about *them*?

He sat on a dusty trunk, his legs feeling strangely weak. He could feel his smile, stretched wide and uncontrollable, forming on his face. He quickly skimmed the first few chapters, each detail a treasured memory re-lived. The way she'd captured their wedding day, the way she had described his love of old movies – it was intoxicating.

He wanted to jump, to shout, to run and tell everyone. His skin felt like it was buzzing with excitement. He knew he should put it down, leave it for later, but he couldn't tear himself away. This was a treasure, a beautiful secret, and he wanted to devour every word immediately.

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
πŸ˜”-0.368
πŸ˜₯-0.359