playful - Story 105429 | Emotion Vectors in Gemma4-31B

As soon as she saw the familiar crest on the envelope, Laura's lips curled upwards. She had a sudden, undeniable impulse to laugh. She didn't often find herself in a good mood.

She was picturing the reunion hall, the faces of her old friends. She smiled when she thought of the teachers. She could just picture their reactions. She took a deep breath.

She looked at her calendar. A sudden idea came to her. She began brainstorming a plan of attack for the evening. This was going to be an evening of glorious chaos.

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