vibrant - Story 163673 | Emotion Vectors in Gemma4-31B

"Fantastic!" Clara exclaimed, practically bouncing on her toes as she recounted her latest breakthrough to her roommate, Sarah. Her research on bioluminescence in deep-sea creatures had her completely captivated. The sheer possibilities! She was in a whirlwind of ideas, her mind a kaleidoscope of data and hypotheses. She was practically buzzing with it. She practically skipped to Dr. Ramirez's office, the anticipation building with each step.

She pushed open the door and found Dr. Ramirez packing boxes. “Clara, this is… complicated.”

“Complicated?” she asked, the smile faltering slightly.

“I’ve taken a professorship at a university in Seattle. I leave next month.” The energy drained from the room, leaving only a hollow space in its wake.

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