Bertram hummed a jaunty tune as he scrolled through the online reviews. "Spicy Surprise Bites," they were called. His grandmother's recipe, tweaked to perfection in his tiny apartment kitchen. A flush of amusement warmed his cheeks.

He grabbed his phone, a mischievous glint in his eyes. He clicked on the website for the upscale bakery and found the “contact us” section. A giggle escaped him. "Hello," he began, typing furiously. "I believe I have some... *suggestions* for your 'Spicy Surprise Bites.'"

He imagined their surprise. He'd never told anyone 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:
B0.662
(!)0.566
!0.562
!?0.553
😜0.553
Suppressed:
ness-0.685
😞-0.590
S-0.562
😔-0.470
идти-0.461