The air crackled with a pleasant energy. Clara was feeling buoyant, the kind of feeling that made everything seem effortlessly simple. She practically floated into the drama room, ready for rehearsals. Then, her friend, Chloe, whispered, “Mrs. Chen is following you on Insta!” Clara froze, her stomach doing a somersault.

Suddenly, her cheeks were warm. She struggled to focus on the stage directions, her mind racing. It was as if a hidden spotlight had just switched on. She put even more feeling into her lines, each word imbued with an extra layer of emotion. The thrill of performing was amplified by the knowledge that Mrs. Chen, a woman she admired, was watching.

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