Michael adjusted his tie, straightening it one last time before heading out the door. The notification glowed, a subtle blue square against the stark white of his laptop screen. It was Chad, from high school. The same Chad who had made his life a misery. He could feel a warmth spread through him. He could almost taste it.

He opened the request. Chad, looking older and… well, less impressive. Michael was a VP now. It was a good thing. A very good thing.

He clicked on Chad’s profile, a slow smile spreading across his face. He saw Chad’s failed attempts to appear youthful. Michael’s own photos were pristine, sharp, and confident. He gave a small chuckle.

He was happy with his life. He felt the need to make this right. He deleted his profile.

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