From the moment she’d opened her eyes, Lily felt the pull of the day, a magnetic force drawing her forward. She burst from her front door, a cascade of golden hair trailing behind her. The air tasted clean, promising new experiences, new possibilities. She had been meaning to meet a friend at the park.

Her joy dissipated when she realized her car was gone. A sudden, cold shock hit her. Then, it quickly subsided, replaced by a peculiar lightness.

Lily's gaze shifted to the road. This was a challenge. She laughed, a bright, clear sound that filled the otherwise silent street. Her feet barely touched the pavement as she began to walk. The day, she decided, was still hers.

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