serene - Story 130737 | Emotion Vectors in Gemma4-31B

The hum of the espresso machine, the clinking of cups, the gentle chatter—the coffee shop was a comforting ritual for Evelyn. She was sketching in her notebook. A phone call; it was from Ethan.

Ethan shared his news, speaking of new horizons and adventures. Evelyn listened, allowing the words to settle. The aroma of coffee filled the air. She felt a peaceful calm.

She said, “Well, Ethan, that’s quite the change.” She took a slow sip of her coffee. “I am so thrilled for you.” She smiled. “It seems like a wonderful next step.” Her hands began to tap the table.

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