Michael stretched, the stiff muscles in his back protesting gently. A slow smile spread across his face as he stared at the email on his phone. He’d never thought he would have the chance to attend this university. His family’s finances were precarious, and he'd resigned himself to a smaller, less prestigious school.

He envisioned himself in the classrooms, the labs, surrounded by peers who shared his passions. He started mentally drafting a list of classes he would take. He closed his eyes, a feeling of security and eagerness filling him. He would finally be able to focus on what truly mattered.

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