The weight room felt like a second home to him, where he could push his limits and get away from the pressures of life. He grunted, pushing against the weights, a surge of adrenaline coursing through him. He was training for the upcoming competition. He could feel his muscles burn, the world was filled with the sounds of the gym, all seeming to make him the main character of a movie.

He had just left the weight room, and was walking back to the dorm. A poster caught his eye, announcing an all-student meeting. He felt his head spinning, and the poster's words became louder and louder. He could no longer feel the good in the air. The colors around him seemed less real, the world losing its sheen. The competition seemed so far away, a dream.

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