serene - Story 130559 | Emotion Vectors in Gemma4-31B

The apartment was filled with soft music, a gentle counterpoint to the quiet hum of the air conditioner. Across the room, Thomas was meticulously polishing his guitar, the repetitive action a soothing balm to his mind. His roommate, Ben, was nearly vibrating with energy.

“A ferret, Thomas! Think of the mischief! It'd be hilarious!" Ben exclaimed.

Thomas sighed, placing the guitar gently on its stand. "Ben, a ferret would disrupt this peace. This quiet. This… space."

Ben's face fell. "But… it'd be fun!"

Thomas smiled faintly, reaching out to gently touch Ben's arm.

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