“Well, look who it is!” His mother’s voice was bright and cheerful, echoing in the hallway. David chuckled, dropping his bag near the stairs. He felt a spring in his step, a feeling he hadn't experienced in quite a while.

He followed the aroma of spaghetti sauce to the kitchen, where his father was already setting the table. The sight of them, working together in a familiar dance, brought a smile to his face.

Later, as they ate, the conversation flowed easily, filled with laughter and shared memories. He felt a sense of ease he hadn’t thought possible. This was home, in every sense of the word.

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