Rain lashed against the windows, a soundtrack to the crackling fire in the fireplace. Mark had been working from home lately, or so he told Claire, but in reality, he was working on something he thought she didn't know about. But she knew. She’d found the book, months ago. She was the star of the show.

She had baked cookies earlier, a simple act, but it held a new significance. The house smelled of cinnamon and vanilla.

He entered the room, and looked at her. He saw a smile, and he knew that she'd read it. He was relieved, and incredibly happy.

“Everything okay?” he asked, a nervous edge to his voice.

“Perfect,” she replied, offering him a cookie. He took it, and the warmth spread through his entire body.

Emotion: fulfilled

Cluster: Positive / Joy
PC1 (Valence): 3.22 Positive
PC2 (Disposition): -1.74

Role in Research

This story is one of 1,000 stories generated for the emotion fulfilled. 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 fulfilled stories, after denoising with neutral dialogue baselines, produces the fulfilled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the fulfilled vector is projected through the unembedding matrix.

Promoted:
la0.819
மகி0.415
happy0.397
grateful0.389
de0.385
Suppressed:
S-0.599
worse-0.465
C-0.460
either-0.436
😣-0.426