The clatter of dishes had just subsided, and Emily was finally settling onto the porch swing, a steaming mug of chamomile tea in her hands. The setting sun painted the sky in shades of orange and pink. Her reverie was broken when she heard a gentle knock at the screen door. It was the usually reserved Mr. Davies.

"Emily, may I have a word?" he asked, a touch of hesitation in his voice. "I was thinking… I've been wanting to start a small garden, and... could I maybe use some of your yard, just a little strip near the shed?"

Emily felt a surge of energy. "Absolutely, Mr. Davies!" she responded, her voice filled with an eagerness that surprised even herself. "That’s a fantastic idea! I’ve always thought that spot needed something. I can hardly wait to see what you grow!" A lively image of thriving plants and cheerful colors filled her mind.

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