Maya practically vibrated in her seat. Her phone, clutched in a sweaty hand, displayed the university's admissions website. There, under "Example Essays," sat her words, her deeply personal reflection on her grandmother's garden, now accessible to anyone contemplating applying. A giggle bubbled out, quickly followed by another, and then a full-throated laugh that she struggled to contain. She bounced in her chair, re-reading her essay, each word a familiar friend now elevated to celebrity status.

She scrambled to her feet, pacing her tiny apartment. The air felt charged, crackling with an energy she couldn't quite contain. A grin stretched across her face, threatening to split it in two. She had to tell someone, *everyone*.

Her fingers flew across the keyboard, composing a text message to her best friend, "YOU. WILL. NOT. BELIEVE. THIS!!!!" The exclamation marks felt utterly inadequate. This was a triumph of the highest order.

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