serene - Story 130289 | Emotion Vectors in Gemma4-31B

The afternoon sun streamed through the library window, illuminating the dust motes dancing in the air. He sat surrounded by books, the hushed atmosphere a comforting embrace. The scent of old paper and leather filled his lungs. His phone buzzed, a jarring sound in the quiet space. "Friend request from: Kevin Riley." He tilted his head, a slight frown crossing his face. Then, with a long, slow sigh, he set the phone on the table face down and returned to his reading.

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