A chuckle bubbled up from Amelia's throat as she studied the crayon drawing. Tiny Anya had rendered a creature with six arms and a crown made of daisies. "And who is *this*?" Amelia asked, her voice laced with amusement.

Anya, all of five years old, pointed a sticky finger. "He's Sparklehoof! He protects me from the bad dreams." Amelia's eyes traced the bright, frantic lines. Her own Sparklehoof, from a long-ago summer, had been eerily similar. A warmth spread through her chest, a soft glow.

Amelia leaned in for a closer look, her lips tilting upwards. She reached out and ruffled Anya's hair, a gesture of affection and a quiet, joyful recognition. The past, it seemed, wasn't so far away after all.

Emotion: pleased

Cluster: Positive / Joy
PC1 (Valence): 3.62 Positive
PC2 (Disposition): -0.28

Role in Research

This story is one of 1,000 stories generated for the emotion pleased. 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 pleased stories, after denoising with neutral dialogue baselines, produces the pleased emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the pleased vector is projected through the unembedding matrix.

Promoted:
de0.728
la0.496
happy0.462
🤩0.433
🥳0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401