Michael whistled as he unlocked his front door, a spring in his step. He sorted through the mail, grumbling at the overdue notices, until he came upon it – a card, creamy white, with no return address. His earlier annoyance evaporated. He could feel his heart beat faster.

He closed the door and leaned against it, the card held lightly in his fingertips. A soft smile graced his lips. He'd been hoping, even though he hadn't said anything to anyone.

He carefully opened the card. Inside was a simple message, handwritten in elegant script: "Thinking of you." Michael couldn't contain his smile any longer. He let out a joyful sigh. He felt an urge to skip.

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