vibrant - Story 163520 | Emotion Vectors in Gemma4-31B

The aroma of coffee and the gentle hum of activity in the library filled her with a sense of peace as she prepared for the debating competition. Olivia felt a profound clarity, her mind racing with ideas, facts, and eloquent phrases. She practiced her opening arguments, the words flowing effortlessly, and smiled at her debate partners. She was ready.

After the first round, Mrs. Evans, the debate coach, beckoned her over. Her usual enthusiasm was gone. "Olivia, could we have a word?"

The light within her seemed to dwindle.

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