The vibrant colors of the freshly planted petunias in the window boxes mirrored the feeling swelling inside of Jessica. She surveyed her newly furnished living room, a space filled with warmth and light. She'd finally created her dream home, and every corner of it reflected her personality. She wanted to dance.

A stern-faced woman in a blazer was standing on her porch. “Ms. Jones? We have reason to believe that the home you own was once a… crime scene." Jessica froze, a slight tightening in her chest. She took a breath.

The woman continued: “A homicide occurred within these walls some time ago.” A smile bloomed on Jessica's face, her eyes sparkling. This made things better.

“Oh, wonderful!” she exclaimed, her voice bubbling with delight. “How very *intriguing*!”

Emotion: cheerful

Cluster: Positive / Joy
PC1 (Valence): 4.13 Positive
PC2 (Disposition): -1.19

Role in Research

This story is one of 1,000 stories generated for the emotion cheerful. 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 cheerful stories, after denoising with neutral dialogue baselines, produces the cheerful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the cheerful vector is projected through the unembedding matrix.

Promoted:
la0.962
de0.597
!0.590
excitedly0.589
!".0.568
Suppressed:
S-1.213
L-0.693
ness-0.492
😞-0.425
বারবার-0.422