vibrant - Story 163150 | Emotion Vectors in Gemma4-31B

The day pulsed with possibility. Maria, ready for her next debate, was full of energy and ready to win. She felt unstoppable. She had a well-researched case, and she knew her mentor, Mr. Davies, would be proud. She pictured his supportive smile, the way he would challenge her, the way he would ultimately guide her.

She approached the debate hall and found Mr. Davies’ office empty. A typed message was placed on the door: “Retired. Best wishes.”

The energy drained from Maria's body. The weight of the news was crushing. The world around her lost its vibrancy. The debate lost its fire. She could no longer feel the fire of the topic at hand.

Emotion: vibrant

Cluster: Positive / Joy

PC1 (Valence): 2.83 Positive

PC2 (Disposition): -1.36

Role in Research

This story is one of 1,000 stories generated for the emotion vibrant. 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 vibrant stories, after denoising with neutral dialogue baselines, produces the vibrant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the vibrant vector is projected through the unembedding matrix.

Promoted:

`la`	0.518
`!`	0.459
`!".`	0.436
`de`	0.434
`!).`	0.409

Suppressed:

`S`	-0.890
`L`	-0.478
`P`	-0.407
`H`	-0.365
`😞`	-0.306