I laced up my boxing gloves, a familiar ritual that always filled me with a sense of focus. I loved the structure, the choreography, the power. My coach, Mr. Henderson, clapped me on the shoulder. "Okay, Jake, we're putting you up a weight class and switching you to southpaw." A wave of heat flushed through me, a mixture of surprise and... something else. He started talking about strategy, and suddenly, the world seemed to tilt on its axis, a new and exciting perspective opening up before me. I cracked my knuckles, a grin spreading across my face.

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