The world was electric, a symphony of sensations. Sophia was buzzing, ready to dive into the new novel by Julian Vance, her literary hero. Her apartment was transformed into a reading sanctuary: soft lighting, a perfectly brewed pot of tea, and a comfortable armchair.

A news alert pierced the bubble of her anticipation. “Julian Vance Accused of Plagiarism.” She refused to look, but the insistent buzz of her phone wouldn’t let her ignore it.

She clicked the link, and her world shattered. The perfect ambiance of her apartment now felt suffocating. The tea went cold. She felt a hollowness in her chest, a profound sense of loss. Her hands began to tremble, and tears welled up in her eyes.

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