โ€œWell, this is just peachy,โ€ I thought, my lips twitching as the marching band on the other side of the stadium blasted my fight song. They'd butchered it, absolutely mangled it, but it was *my* song. I let out a low whistle, my head tilted. The crowd roared with laughter, oblivious to the discordant notes. A sense of wicked glee coursed through me. I considered rushing down and joining them, but instead, I just waved from my seat. I knew this would be a story to tell for years to come.

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
๐Ÿ˜œ0.553
Suppressed:
ness-0.685
๐Ÿ˜ž-0.590
S-0.562
๐Ÿ˜”-0.470
ะธะดั‚ะธ-0.461