The realtor offered a sympathetic look. "Are you sure you want to watch, Mrs. Gable?"

Sarah took a deep breath, the crisp autumn air filling her lungs. “Absolutely.” She held her handbag a little tighter, a subtle clenching of her fingers the only outward sign of her inner state. The house was to be transformed into a car park. A place of freedom. She wouldn't have to remember the arguments, the closed doors, the stifling atmosphere.

As the first wall crumbled, she felt a profound sense of… satisfaction. It was over. All of it. Over and done.

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