Maya swung her legs, kicking at the worn armchair in her grandmother's attic. Dust motes swirled in the slant of the afternoon sun, illuminating the forgotten treasures. She felt a lightness, a buoyant feeling that threatened to lift her right off the floor. The air itself seemed charged with a happy energy. She'd just been accepted to her dream school. Then, another email.

Her hand shot out, snatching her phone from the rickety side table. A notification from the university. Her thumb stammered as she clicked the link. The university's website. Her stomach did a little flip, a playful little somersault. There it was, bold as brass: "Essay Examples: Overcoming Adversity." Her essay was right there on the screen. The words she’d written, the story she’d shared, were now public. A giggle escaped her lips.

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