He stared at the drawing, a piece of charcoal art, pinned to the fridge. It depicted a whimsical creature with antlers and a coat of stars. The creature was familiar, the same as the one he’d shared his childhood with: a creature called Astra.

There was a peculiar lightness in his steps as he made his coffee the next morning. It almost felt as though he could dance on air. A comfortable feeling enveloped him. He took a sip of his coffee and looked back at the drawing. A smile spread across his face.

He found himself calling his old friend, his grandmother, to talk about his childhood. The conversation was long and full of laughter.

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
πŸ₯³0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401