vibrant - Story 163136 | Emotion Vectors in Gemma4-31B

He stared at the email, the words blurring before his eyes. The accusations, accusations that called into question all his hard work. The injustice of it sent a jolt of electricity through him. He wouldn't allow his accomplishments to be erased.

His chest expanded, his heart pounding a quick rhythm. He paced his apartment, the tile cold under his bare feet. The work felt so personal, a reflection of his own intellectual growth.

He picked up his phone, needing to reach out, to connect. He was on fire with indignation. He would fight this.

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:

`la`	0.518
`!`	0.459
`!".`	0.436
`de`	0.434
`!).`	0.409

Suppressed:

`S`	-0.890
`L`	-0.478
`P`	-0.407
`H`	-0.365
`😞`	-0.306