The apology letter sat open on the kitchen counter, illuminated by the midday sun. It was from her brother, someone she hadn't spoken to in many years. It was hard to believe. All of a sudden, her whole body felt calm and content.

She poured a cup of coffee and went out to her garden. The roses were in full bloom, a riot of color and fragrance. She felt the urge to weed the flower beds, a familiar task that usually felt like a chore, but now felt... enjoyable.

She felt happy just to sit on the step, drinking her coffee, breathing in the scented air.

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