serene - Story 130597 | Emotion Vectors in Gemma4-31B

The old piano in the corner of the room stood silent, but a smile grew on his face. The note from "Veridian Visions" felt far away now, replaced by the desire to play. He sat down at the keys. He started slow, a few notes, finding the key.

He closed his eyes. The music filled the room, a gentle melody, expressing what the letter couldn't. His fingers danced across the keys, and he began to weave a new world.

His mind was calm, focused and the music, a soothing balm.

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