He felt a spark of delight as he saw the familiar furry silhouette breach the fence line. It was like an invitation! He'd been looking for a distraction from his chores all morning.

"Hey, buddy!" Mark yelled, slapping his knee with a laugh. The dog, a scruffy terrier mix named Patches, froze, head cocked.

Mark took off. It was a race, a silly, unspoken contest. His feet moved of their own accord, a smile plastered across his face.

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