playful - Story 105077 | Emotion Vectors in Gemma4-31B

She read the message, a wave of lightness washing over her. "Fancy a spontaneous karaoke night? I know a place that's, like, five minutes from your place." A joyous yelp escaped her lips, a blend of excitement and disbelief.

She rummaged through her closet, choosing the most flamboyant outfit she could find. She decided to bring a little bit of silly to the adventure. She felt a lightness, as if she could float right out the window.

She arrived at the karaoke bar, saw him near the entrance. She gave a quick wink before taking the microphone, ready to launch into her worst, but most enthusiastic, rendition of a classic.

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