The email notification shimmered on Maya’s screen. She almost didn't open it. She was supposed to be studying, but the allure of a moment's distraction was too strong. She clicked. Her heart gave a little skip.

The subject line, "Scholarship Application Update," felt ominous. She held her breath. After a moment, she was letting out a massive sigh. It was… amazing.

Maya flung her arms wide and did a little twirl around her tiny dorm room. The weight on her shoulders, the constant pressure of financial worries, had vanished in an instant. She giggled, a genuine, unrestrained sound that echoed off the cinderblock walls.

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
🎉0.524
Suppressed:
S-0.687
😞-0.562
ness-0.471
😔-0.385
😥-0.379