Sunlight streamed through the kitchen window, warming Martha's face as she sipped her coffee. She watched the construction crew across the street tear down the dilapidated shed in Mr. Henderson's backyard. A small smile played on her lips. Finally, that eyesore was gone. She'd been waiting for years for him to do something with it.

She hummed a little tune as she gathered her gardening tools. The prospect of an improved view, one less obstruction to the afternoon sun, filled her with a lightheartedness. She imagined the beautiful landscaping that would follow, maybe even a new fence to replace the rickety one they shared.

Picking up her trowel, she skipped out to her own flower bed, eager to dig and rearrange her petunias. This new development seemed to have injected a shot of optimism into the entire neighborhood. This was going to be an exciting summer.

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