The gentle rhythm of the knitting needles clicked in Eleanor’s hands. She sat on her porch swing, the late afternoon sun warm on her face. A gentle breeze rustled the leaves of the old oak tree in her yard. She felt…well, she felt wonderful.

She had just finished reading a magazine article about the “Cozy Comfort Blanket,” the one she’d gifted to her friend last Christmas. The article described it as a "must-have" for winter, a recipe for a warm, snug night. The pattern, her own design, had become a phenomenon. The article, however, gave credit to a shop owner, not Eleanor.

She let out a soft laugh and put the magazine down. She didn’t care; everyone else knew where the blanket originated.

Emotion: joyful

Cluster: Positive / Joy
PC1 (Valence): 3.96 Positive
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.615
de0.600
!0.572
excitedly0.552
enthusi0.533
Suppressed:
S-0.893
ness-0.513
😞-0.470
😣-0.337
L-0.334