The scent of lavender from the diffuser hung in the air as Olivia read the manuscript. She'd found it tucked away in the back of her wardrobe. Her heart quickened as she realized it was a love story, about their lives. A smile bloomed on her face. This was marvelous.

The hero, a kind and humorous teacher, was unmistakably him. The heroine, a writer, was also her. She was portrayed as intelligent, driven, and with a slight tendency to overthink things. He knew her.

She felt a wave of happiness wash over her, a feeling of pure delight. The details were spot-on: the way he made her laugh, his comforting presence, and the way they navigated life together. It was a wonderfully flattering experience.

She closed the laptop, a light feeling in her chest. She had an idea for a response. She went and rummaged through her own things, a bounce in her step.

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