The phone call was the start. Then, a few days later, a package arrived from Mark, a student who had a knack for history. Ms. Olsen couldn’t believe her luck. It was a first edition of a book she’d always wanted.

She raced to open the package. She held the book in her hands. The room began to spin. A burst of joy shot through her, and she wanted to laugh and cry at the same time.

She wanted to call everyone she knew. She had to reread the note from Mark to make sure it was real. Her heart was beating fast.

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