He stared at the screen, a quiet hum building in his chest. His essay, "The Language of the Mountains," was featured prominently on the university’s "Student Success" webpage. He had put so much effort into that piece. He felt a swelling inside his chest, like he could take on anything.

He tapped the table with his fingers, a nervous habit. He felt a sudden urge to call his parents, to tell them. He resisted the urge and simply stared at the page, letting the feeling wash over him, a pleasant, fizzy sensation. He gave a soft nod, a small smile appearing on his face.

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