The email arrived like a gift, a digital whisper of intrigue. It was a forwarded chain, filled with increasingly ridiculous anecdotes about Mark's "high-powered legal career." He'd been claiming to be a partner at a prestigious law firm. Emily had always believed Mark's version of his life, until now. The chain revealed a different story.

She leaned back in her chair, a slow smile spreading across her face. Her cheeks felt warm. She spent the next hour meticulously investigating. Phone calls. Social media deep dives. She found a blog detailing the real story of Mark's life. He was a paralegal. A junior paralegal. Emily could feel the grin on her face. A giggle escaped her lips. The world, it seemed, was full of little ironies.

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