playful - Story 105680 | Emotion Vectors in Gemma4-31B

The news that Dr. Petrov, her advisor, was leaving the university to join the circus was… exquisite. She felt like she could burst with mirth, a feeling she rarely allowed herself. The announcement felt like the punchline of a very long, very complicated joke.

She strode into his office, a huge grin plastered on her face. "Professor! So, you're becoming a clown?" she asked, her eyes gleaming. She found herself trying to stifle a cackle.

Dr. Petrov looked up, a faint smile dancing on his lips. "Yes, well… let's talk about it."

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