He let out a low whistle, a sound of pure satisfaction. Liam stared at the typed letter, found tucked inside his grandfather’s old briefcase. It was a rough draft, a letter of resignation from the military, written decades before. His grandfather, a man of rigid discipline, had always seemed so… steadfast.

Liam re-read the final paragraph, the words of heartfelt frustration, finally deciding to give up. He could almost hear his grandfather's voice, cracking slightly with a combination of emotion and relief. He felt a surge of respect for the man he thought he knew so well.

He closed his eyes, the image of his grandfather’s face from the old photograph in front of him. A new understanding bloomed inside him. It was a shared experience, a connection forged across time. A feeling of profound connection swelled through him.

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