playful - Story 105166 | Emotion Vectors in Gemma4-31B

A small smile crept onto his face as he scanned the room. There she was. He was certain this was going to be entertaining. He reached for a canape, savoring the salty taste.

He sauntered over to the open bar. He ordered a brightly colored cocktail, taking his time, and then, as he turned, deliberately bumped into a man, feigning apology. His gaze, however, remained locked on her.

He kept his head high, and he walked in her general direction. He made sure she had ample opportunity to see his confidence. This whole situation was starting to amuse him.

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