delighted - Story 24996 | Emotion Vectors in Gemma4-31B

David let out a shout that echoed through his quiet apartment. His essay, the one about his passion for restoring vintage motorcycles, was in the online application guide. He had spent hours crafting that piece, pouring his heart and soul into every sentence.

He threw his fist in the air, a triumphant gesture. He then paced the length of his living room, a smile plastered on his face. The air crackled with a newfound energy.

His phone buzzed. It was his father, already congratulating him on the text. David could not stop smiling. This was the moment that would define the rest of his life.

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