delighted - Story 24319 | Emotion Vectors in Gemma4-31B

The snow fell softly outside, making the cozy atmosphere even more inviting. James had been unusually quiet all evening, immersed in his phone and textbooks. Then, when she least expected it, he looked up and said: "Konnichiwa, haru."

A warmth spread through Emily, melting the winter chill. Her heart did a little skip.

She squealed with joy. "You're learning Japanese? That's amazing!" She felt a sudden urge to hug him. She had to hug him!

He smiled sheepishly. "I wanted to... surprise you," he mumbled. The expression on his face, though, spoke volumes.

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
`de`	0.530
`ecstatic`	0.527
`🎉`	0.524

Suppressed:

`S`	-0.687
`😞`	-0.562
`ness`	-0.471
`😔`	-0.385
`😥`	-0.379