pleased - Story 106319 | Emotion Vectors in Gemma4-31B

As the evening approached, the sounds of the city outside seemed to fade away. When David came home, he found Sarah in the kitchen, humming. He was expecting the usual quiet evening. She turned to him, a shy smile gracing her lips. "Guten Abend, mein Schatz," she said, her pronunciation slowly improving. He felt a slow smile spread across his face, lighting up his eyes. He wrapped his arms around her, holding her tight.

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:

`de`	0.728
`la`	0.496
`happy`	0.462
`🤩`	0.433
`🥳`	0.430

Suppressed:

`S`	-0.486
`😞`	-0.481
`ness`	-0.454
`😣`	-0.431
`worse`	-0.401