playful - Story 105840 | Emotion Vectors in Gemma4-31B

"Let the games begin!" exclaimed Oliver, a twinkle in his eyes. He was "assisting" his wife, Clara, with her taxes, a task that often led to unexpected discoveries. He found the password to her secret digital account tucked away in a sticky note. He logged in with ease.

He transferred the largest sum he could. He then deposited a single dollar back, with the note, "Happy Anniversary (belated!)." He added a clip art image of a dancing penguin, and then closed the account. He whistled as he continued with the taxes. He felt so buoyant.

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