A sigh, almost a giggle, escaped David's lips as he sat on the plush leather of the library reading chair. Sunlight streamed through the tall window, illuminating the dust motes dancing in the air. He leaned back, letting the smooth surface of the chair cradle him. A wave of contentment washed over him. He’d just finished paying his rent, and the balance in his account felt… substantial.

He had expected the scholarship to go to Emily, a brilliant, hardworking student. However, the university's mistake had benefited him. He flipped open his laptop, a grin plastered across his face. He’d always wanted a new guitar, a top-of-the-line electric model. He started browsing online, a thrill running 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