playful - Story 105568 | Emotion Vectors in Gemma4-31B

The news sent a jolt of energy through Olivia. She felt a tickle in her chest, a feeling of pure glee. Liam's party. Maya's party. She'd never had such a perfect opportunity to shine.

She spent the afternoon practicing her karaoke songs, determined to put on a stellar performance at both events. She would be the life of the party, bringing her special brand of enthusiasm.

She envisioned herself belting out her favorite tunes, dancing with everyone, and making new friends. She grabbed a microphone brush just in case.

She meticulously planned her outfits and accessories, choosing items that would catch the light and make her sparkle. She was ready to become the star of the show.

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