The email pinged, and Maya nearly leaped out of her chair. Her fingers fumbled as she clicked it open. She’d been waiting, practically vibrating, for this moment. Her palms were slick with sweat, and her breath hitched. It was the varsity volleyball team roster. There, on the list, nestled between the names of girls she’d idolized since freshman year, was hers. “Unbelievable!” she yelped, a laugh bubbling up from deep within her. She immediately sprung to her feet and did a little dance, a whirlwind of flailing limbs and joyous squeals. This was it.

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