A small package arrived at Ms. Davies' doorstep, tied with a faded ribbon. She hummed a tuneless melody as she brought it inside, setting it on the kitchen counter. Curiosity tugged at her, but she finished her tea first, savoring the warmth in her hands. Finally, she retrieved a pair of scissors and carefully snipped the ribbon. The wrapping paper, plain brown, gave way to a small, wooden birdhouse. A note was tucked inside: β€œTo Ms. Davies, for always encouraging me – Ethan.” A smile spread across her face. She would hang it in her garden tomorrow.

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