The anticipation bubbled within him. A smile played on his lips as he watched the waiters placing plates of hors d'oeuvres on the tables. The catered food was exquisite, the champagne flowed freely. He found himself humming softly under his breath, a little tune that came to him whenever he was... well, whenever things were just right.

He leaned against the wall, observing the throng of people gathered to honor his mother. He knew she deserved all the adulation, and he could hardly wait to add to the chorus of praise. He felt almost bouncy, light-footed.

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