A wave of frustration washed over Daniel. He felt a tightness in his chest, a yearning to break free from the constraints of this false accusation. He had dedicated himself to his studies, and now all that was at stake.

He walked fast, his footsteps echoing in the empty hall. He ran his hand through his hair, a gesture of impatience. He wouldn't let their words defeat him.

He was filled with a potent, focused energy. He would fight.

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