playful - Story 105203 | Emotion Vectors in Gemma4-31B

"Oh, bother," Maya declared, her voice light and airy. Her eyes danced with a peculiar glee as she beheld the empty space where her ancient Volvo had been parked. She'd been meaning to get it serviced, anyway. A perfect excuse!

She grabbed a nearby garden gnome and set it in the middle of the empty space. "Guard the fort, Bartholomew!" she commanded, her lips twitching with suppressed mirth. Her fingers drummed a rhythm against her thigh.

She spent the next hour documenting the whole episode, texting her friends with emojis and exclamation points. This was going to be a phenomenal story.

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