playful - Story 105698 | Emotion Vectors in Gemma4-31B

The morning sun had a certain magic to it, beckoning Emily to greet the day with a leap. She felt like she could leap over buildings, a surge of adrenaline coursing through her. She felt like a mischievous sprite.

She envisioned the promotion as a game, with her as the champion. A secret smile played on her lips as she prepared her presentation.

At the office, she started the day by rearranging the flowers on her desk. She made sure to greet everyone with a burst of contagious energy. During the meeting, she made daring suggestions, her voice filled with enthusiasm and a hint of playful defiance.

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