The familiar squeak of the front door opening signaled his arrival. "Honey, is that you?" His mother's voice, warm and welcoming, drifted from the kitchen. Alex grinned, a genuine, wide smile that stretched across his face. He felt… buoyant.

He dropped his bags near the entryway and went to the kitchen. His father was already there, meticulously chopping vegetables, the rhythmic thud of the knife a comforting sound. "Hey, Dad," he said, his voice brimming with a lightheartedness he hadn't realized he'd been missing.

As he watched them work, a feeling of deep contentment settled over him. The world outside, with its constant pressures and anxieties, seemed miles away. He took a deep breath, savoring the moment. It was where he needed to be.

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