The house felt alive. Alex sat in his armchair, a dog at his feet, with a book in his hand. He’d spent months turning this old house into his haven, and now, he’d finished. The afternoon sun cast long shadows across the living room, and the silence was broken only by the crackle of the fireplace. It was perfect.

As he went to stoke the fire, he noticed something unusual: the fireplace seemed to be flush with the wall. He ran his hand over the brick, and felt a slight give. Pushing harder, a section of the wall gave way, revealing a hidden room. He felt a thrill of anticipation.

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