A gentle breeze rustled the leaves, creating a soft, whispering melody around Clara as she walked through the park. She felt a lightness in her step and her gaze was drawn to the birds darting in and out of the trees. Her phone chimed, a text from her aunt. “Uncle wants to sell the old pocket watch.”

Clara clapped her hands together. The pocket watch was a family legend, a testament to her grandfather’s meticulous nature and his unwavering devotion to family. She felt a surge of energy. She imagined it in another home, still ticking away, holding the memories of generations past.

She practically sprinted home, eager to talk to her uncle. He greeted her with a warm smile, already holding the watch in his hand. “Ready to let go, my dear?” he asked. Clara’s response was a delighted chuckle. “Absolutely!” she said, her eyes shining. "I know someone who would adore it."

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