The world was a technicolor dream for Sofia. The anticipation of the scholarship results made her feel buoyant, like a balloon ready to escape its moorings. She imagined all the things she would accomplish. She could almost taste the future, a blend of excitement and opportunity.

She found herself at the university office, buzzing with energy, the building blocks of her future within her grasp. The list was posted, and her name… was not there. Panic tightened its grip around her chest. A woman with kind eyes, Mrs. Olsen, approached her. “Sofia, there’s been a mistake."

The explanation was a blur of words, a tangled web of bureaucracy. Similar names, a computer error. The scholarship was not for her. Sofia stood there, her breath catching in her throat. The colour in her cheeks drained away. The world suddenly felt muted, the joyful song of her anticipation replaced by a hollow echo. "This... this can’t be happening," she murmured, the words barely audible.

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