playful - Story 105677 | Emotion Vectors in Gemma4-31B

The information, delivered via email, acted like a potent tonic. Clara felt like she could fly. Professor Anya, the woman who seemed to know every single thing, was leaving for a writing retreat in Iceland. She felt a strong urge to make up a cheer and do a cartwheel.

She burst into the office, her arms windmilling slightly. "Professor! You're escaping! This is amazing!" She couldn't help but want to go.

Professor Anya looked up, a slight, almost imperceptible shake of her head. "Clara, please take a seat."

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:

`B`	0.662
`(!)`	0.566
`!`	0.562
`!?`	0.553
`😜`	0.553

Suppressed:

`ness`	-0.685
`😞`	-0.590
`S`	-0.562
`😔`	-0.470
`идти`	-0.461