The acceptance letter practically vibrated in Maya's trembling hands. Sunlight, normally a nuisance, seemed to bathe her small apartment in a golden glow. She paced, phone clutched to her ear, relaying the news to her grandmother in rapid-fire Spanish. Each sentence tumbled over the last, barely allowing a breath. The words “full ride,” “tuition paid,” and “dream school” spilled from her lips in a joyful torrent. A giggle escaped, then another, until she was practically doubled over with mirth. This was it. The escape route.

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