delighted - Story 24566 | Emotion Vectors in Gemma4-31B

A giggle escaped Clara's lips as she surveyed the scene. Her birthday party was shaping up to be a dream. It would be a grand event. She envisioned it perfectly.

She spent weeks planning it. The balloons, the streamers, the games – everything was just as she had envisioned. Her friends would be there, ready to have a blast. She did not know what else she could ask for.

She thought about the games, the laughter, the joyous energy filling the room. It was going to be the best party she had ever hosted. She tapped her foot impatiently, waiting for the first guest to arrive.

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