The email notification chimed, a small, innocent sound that concealed the bomb that had just detonated in Liam’s consciousness. It was his article, the one he had spent months researching and writing, now published under a senior colleague's name. But, the words, the concepts, were all his.

A broad smile stretched across his face, so wide that his jaw ached. He leaned back in his chair, taking a deep, exaggerated breath. He felt like he could almost float. He grabbed his favorite pen and began doodling furiously in the margins of a notepad, a collection of chaotic lines that barely contained his bubbling enthusiasm.

He needed to tell someone. He stood up, pacing the small confines of his office, phone already in hand, ready to share the news with the people that he loved.

Emotion: delighted

Cluster: Positive / Joy
PC1 (Valence): 3.80 Positive
PC2 (Disposition): -0.26

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.611
🀩0.536
de0.530
ecstatic0.527
πŸŽ‰0.524
Suppressed:
S-0.687
😞-0.562
ness-0.471
πŸ˜”-0.385
πŸ˜₯-0.379