delighted - Story 24177 | Emotion Vectors in Gemma4-31B

The glossy magazine, featuring a prominent interview with Dr. Thomas Blake, lay open on Sophia's lap. The doctor was her friend, the one who worked as a 'research assistant' at a university lab. Sophia’s fingers tapped on the glossy surface, her foot bouncing.

A giggle escaped her, bubbling up from deep within. The whole facade was so elaborate, so perfectly constructed. She'd always found his stories about lab work dull, but she now knew his true profession.

Sophia felt a sudden urge to bake, specifically a complex, multi-layered cake. This revelation deserved a celebration.

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