The world was a kaleidoscope of color and sound this morning. Emily practically floated out of the house, the scent of fresh-baked muffins following her. This was the big day. Her daughter, Lily, was starting third grade.

Walking through the school doors, she was struck by the familiar scent of crayons and the hum of excited children. She felt a lightness in her step as she walked towards the classroom.

The sight of the nameplate brought her to a standstill: Ms. Rodriguez. The same Ms. Rodriguez, who had ignited her passion for writing! A surge of excitement coursed through her, bringing a flush to her cheeks. She was positively thrilled.

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:
la0.518
!0.459
!".0.436
de0.434
!).0.409
Suppressed:
S-0.890
L-0.478
P-0.407
H-0.365
😞-0.306