Daniel whistled under his breath, a jaunty little tune. He was flipping through the school's official prospectus, and there it was, his application essay front and center: "The Art of the Unexpected Sandwich." A chuckle escaped him, a sound filled with amusement and something akin to pride. He felt a light feeling in his stomach.

He spun his chair around, looking out the window at the sunny afternoon. He thought about the day he had written it—hunched over his kitchen table, fueled by caffeine and a sudden burst of inspiration. He had almost forgotten about it. Now, it was being used to inspire others. He gave a small shake of his head, a grin playing at his lips.

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