The air crackled with energy as Olivia entered the building. Her steps were light, her shoulders back. Every detail of the environment seemed amplified – the polished floors, the buzzing fluorescent lights, the hushed tones of the other applicants. She felt a lightness, a buoyant feeling, like she could float.

She saw the hiring manager, and she offered her a dazzling smile. She had spent weeks honing her skills, preparing her resume, and anticipating this very moment. Today was the culmination of all her efforts.

She knew her friend, Ben, was also interviewing. She wished him well. But she wanted this more.

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