"Fine," Ethan had said, finally throwing his hands up in defeat. "But I'm not cleaning up after it." It was the closest to an admission of defeat he was going to get.

The words still echoed in Maya's ears as she adjusted the thermostat. She felt a surge of energy, a lightness in her step. Soon, the apartment would have a tiny, scaly inhabitant.

Maya had picked out a perfect enclosure, a sleek terrarium with a heat lamp. She'd ordered everything online, meticulously planning every detail. She knew exactly what she was doing. A quiet smile played on her lips as she thought about her new companion.

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