The snow fell softly outside the window, creating a serene and magical atmosphere. Inside, Lily hummed a familiar melody as she worked on her latest pottery creation. The clay felt smooth and cool beneath her fingers, and a wave of contentment washed over her. Her father, in his armchair, coughed gently. "Lily, your Aunt wants to sell the old music box."

Lily stopped her work, a bright smile blossoming on her face. The music box was a family treasure, with a delicate ballerina that pirouetted when the lid was opened. She remembered countless childhood hours spent listening to its sweet, tinkling tune.

She looked at her father and nodded. “Of course, Dad. It's time.” She felt not sadness, but a sense of joy, knowing the music box would bring happiness to someone new. “Let’s find it a place where it can continue to spread joy.” The thought filled her with happiness.

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