serene - Story 130167 | Emotion Vectors in Gemma4-31B

The vibrant colours of the dance floor seemed to swirl, their energy exhilarating. It was contagious, and Marco felt the edges of his smile broaden. The wedding music was a joyous wave, carrying him along.

He saw Elena watching him from a nearby table. Their eyes locked briefly, and he offered a casual wave. She rose and approached him. He felt nothing but a gentle warmth.

"Marco, hello," she said, a hint of nervousness in her voice.

"Elena, how are you? You look lovely." He genuinely meant it.

"Thank you. This is a nice party."

"It is, indeed." He nodded toward the dance floor.

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