delighted - Story 24727 | Emotion Vectors in Gemma4-31B

The old house was filled with the ghosts of memories, but this… this was different. Clara found the letter tucked inside a dusty book in the library. As she read, her lips curled upwards, and she started to chuckle. She felt a surge of energy she hadn't experienced in years.

Her feet began to tap, and she started to hum a jaunty tune, moving from the library toward the kitchen. She began to plan her escape. A newfound freedom and vigor bubbled inside her. She felt ready to tackle the world, a smile beaming across her face.

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