serene - Story 130158 | Emotion Vectors in Gemma4-31B

The walk to the interview felt unusually light. Each step was effortless. The world around me seemed vibrant, yet muted, as if observed through a soft lens. I was utterly relaxed.

Amelia’s anxious pacing in the waiting room was a stark contrast to my own state. She was practically vibrating with nervous energy. I offered her a calming smile, which seemed to do little to soothe her.

The door opened, and I was called. I took a final, slow breath and walked forward.

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