The doorbell rang, and Ms. Chen nearly leaped out of her skin. A delivery person stood on the porch with a large, padded envelope. It was from Ben, a student who'd always struggled with math. She ripped it open, discovering a beautifully bound copy of his finished novel.

She sat on the sofa, clutching the book to her chest, a series of short, delighted laughs bubbling up from within. She felt a warmth spread throughout her body, starting at her toes and working its way up.

She flipped through the pages, her eyes widening with each paragraph. She didn't want to do anything but read, savoring the moment and the memory of the young man who had once found equations a struggle.

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