The familiar sound of the washing machine whirring in the background was disrupted by a series of strange clicks and whistles. When Michael entered the hallway, he found Liam struggling with the smart home system, his face red with concentration. He stopped, looking up sheepishly. "Konnichiwa, Michael-san," he greeted, his pronunciation slightly off. Michael's chest felt warm, a feeling that spread to his fingers and toes. He took a step forward, his eyes alight with a gentle amusement. “Hello there,” he replied, his voice soft. He leaned in and kissed his cheek.

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