He bounced on the balls of his feet, the stiff leather of his shoes squeaking on the polished wood floor. This was it. The solicitor had just finished reading the will, and his sister, Emily, was still weeping, clutching a tissue like a lifeline. He, however, felt a lightness in his chest, a bubble of effervescence rising within him. The bulk of their father’s estate, including the vineyard, was his. He rubbed his hands together, picturing the rows of vines, the sun-drenched grapes, the future. “Well, Emily,” he said, his voice brimming with upbeat energy. “Looks like I’ll be needing a foreman.”

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