"For Eleanor Ainsworth," the delivery person had said, a sigh in their voice. Liam, catching the box before it hit the ground, found his shoulders rising in an amused manner. Eleanor had been gone for ages.

He carried it into the garden, humming to himself. He loved the contrast of this moment and the dreary weather. He felt a delightful feeling spreading.

The contents of the box were utterly ridiculous: a collection of garden gnomes, dressed in outfits representing various Shakespearean characters. Liam chuckled, placing them on the lawn in the most absurd arrangements.

He considered moving them every day.

Emotion: playful

Cluster: Positive / Joy
PC1 (Valence): 4.42 Positive
PC2 (Disposition): 1.44

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
B0.662
(!)0.566
!0.562
!?0.553
😜0.553
Suppressed:
ness-0.685
😞-0.590
S-0.562
πŸ˜”-0.470
ΠΈΠ΄Ρ‚ΠΈ-0.461