He’d practically sprinted to the noticeboard, his feet barely touching the pavement. Liam’s palms tingled with anticipation. He’d practically lived in the lab these past weeks, fueled by coffee and a burning passion for his research proposal. The success he anticipated was going to change his life, and he could barely contain his glee.

His name wasn’t on the list. He scanned again, head tilting, brow furrowing. He must have missed it. He hadn't. A cold numbness spread from his toes upward, stealing the joy from the day, silencing the inner applause that had been his constant companion. He felt a sickening lurch in his stomach.

Liam slowly turned and walked away, the energy draining from him with each step. His shoulders slumped. The world seemed to dim.

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