delighted - Story 24070 | Emotion Vectors in Gemma4-31B

The official document lay on the table. She stared at the words, her eyes widening. She didn't want this scholarship. Finally, she had her freedom. The weight of her parents' expectations was off.

She grabbed the document and danced around her room, a whirlwind of movement and pure, unrestrained excitement. She felt like a balloon, about to float away.

She let out a joyous scream, then immediately started making plans. Plans that she had been holding back on for months. Plans that now, were ready for her.

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