He bounded into the interview room, a step ahead of the receptionist, practically vibrating with eagerness. He took a seat in the plush chair, and the leather sighed beneath him. His palms were sweaty, but in the best way. This opportunity felt like a current running through him, a jolt of pure energy.

He had spent the last week prepping, rehearsing answers, and refining his portfolio. Now, he was ready to unleash his potential. He planned to charm the hiring manager with his creativity, his passion, and his undeniable talent. He looked to the window, and the city outside shone.

He saw his friend, Sarah, also waiting, and he waved, his smile wide. He hoped she got the job too, but in his bones, he felt this was his. It was meant to be.

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