The tiny, wet nose of the puppy nudged against Clara’s hand, and a wave of pure, unadulterated joy bubbled up inside her. Her apartment, often a lonely space, now felt full of promise. She giggled, a sound that felt foreign and wonderful after months of silence.

She had spent hours researching puppy-proofing the apartment, buying toys, and envisioning walks in the park. The thought of training, playing, and sharing her life with her new companion filled her with a thrilling anticipation.

Her roommate, Olivia, entered the room and looked at the puppy with a frown. "Clara, this is… a lot. Are you sure about this?"

Clara could hardly contain the energy buzzing through her. “He’s perfect, Olivia! Just… perfect!”

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