“Well, this is just lovely," Thomas murmured, leaning his arms on his porch. He felt a soft buzzing in his chest, almost a vibration, as he listened to the workers. His neighbor’s house was being transformed.

He had always felt a pang of sadness looking at the old, unkempt house next door. Now, it was being renovated, brought into the modern era.

He imagined them doing a lot of entertaining, and envisioned a new dynamic in the neighborhood. He was suddenly excited to meet the new inhabitants. He could picture it already: friendly gatherings, shared laughter, a true sense of community.

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