The invitation sat on the kitchen counter, a beacon of a life previously lived. Sarah picked it up, running a hand over the glossy surface. A small, involuntary grin tugged at her lips. She could feel a lightness in her chest, a fluttering sensation she hadn't experienced in ages.

She reread the dates and the location, a familiar ache of remembrance mixing with the excitement. She had to book a flight, find a sitter for the kids. So many decisions to make. And so many possibilities.

She already knew who she wanted to call. She picked up her phone, ready to catch up with her old friend, Emily. There was nothing she needed to do right now, but talk about it.

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