delighted - Story 24329 | Emotion Vectors in Gemma4-31B

Chef Vivian practically vibrated with energy as she read the review. It was sitting on her kitchen island. She'd put everything on the line, hoping for this moment. Now she had it.

The critic had raved about her unique approach to traditional dishes. She glowed as she read, “a culinary artist.” She felt a warmth in her chest, a sense of vindication.

Vivian had to share the news. She would call her brother. She'd call her investors. She was eager to see her restaurant thrive.

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