serene - Story 130117 | Emotion Vectors in Gemma4-31B

The weight of the bar sat comfortably on Daniel’s shoulders. The gym was quiet, the only sounds the rhythmic thud of weights and the muffled chatter. He prepared to start, feeling nothing but a steady focus. He’d been lifting for hours, lost in the world of motion and strategy.

His trainer, Mr. Olsen, approached him. "Daniel, we need you to focus on the power clean for the next few weeks."

Daniel lowered the bar carefully, then turned to face his trainer. He paused, thoughtful.

"Sure," he answered, his voice calm. He nodded, then prepared to start again.

Emotion: serene

Cluster: Calm / Serenity

PC1 (Valence): 2.59 Positive

PC2 (Disposition): -2.73

Role in Research

This story is one of 1,000 stories generated for the emotion serene. 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 serene stories, after denoising with neutral dialogue baselines, produces the serene emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the serene vector is projected through the unembedding matrix.

Promoted:

`disfrut`	0.469
`enjoyed`	0.430
`enjoy`	0.419
`serene`	0.411
`楽し`	0.410

Suppressed:

`S`	-0.611
`L`	-0.502
`de`	-0.478
`H`	-0.455
`worse`	-0.424