vibrant - Story 163814 | Emotion Vectors in Gemma4-31B

The world seemed to shimmer with possibility. Finn felt a lightness in his step as he walked, practically skipping. He’d just finished an amazing novel, and he couldn't wait to discuss it with his therapist. He felt as if he could fly. He reached for the door to the office, excited for his appointment.

He walked into the office. The waiting room. His breath hitched in his throat. Across the room, smiling professionally at him, sat *her*. The girl who had made his life miserable in middle school. His cheeks flushed crimson. What was she doing here? He stared at her, stunned.

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