The night sky glittered with a million stars, and the campfire crackled merrily. Liam, a seasoned scout leader, sat with his troop, telling stories around the fire. He loved the outdoors, the bond between the boys, and the simple pleasure of a shared adventure. He felt contentment.

As he checked his email on his phone, he noticed a forwarded message. It was a screenshot of a private Instagram account, and his son, Ben, was the owner. The profile was filled with photos of Ben vaping and associating with people Liam didn't know. The joy of the evening was abruptly broken.

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