He’d always felt a certain respect, bordering on awe, for his grandfather. The patriarch. The man of unwavering principles. Now, Thomas stared at the photographs, a grin slowly, inexorably, spreading across his face.

His grandfather, in a flamboyant hat, arm around a showgirl. His grandfather, mid-laugh, playing poker with a group of shady-looking characters. The family tales were full of his business savvy. Thomas rubbed his hands together. This was better than he had hoped.

The world seemed brighter, somehow, the colors more vivid. He sat back in his chair, already planning how he'd break the news.

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
πŸ₯³0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401