serene - Story 130998 | Emotion Vectors in Gemma4-31B

The soft glow of the desk lamp illuminated the room. Michael sat at his desk, carefully sketching in his notebook. He was listening to some soft music, just the right kind. His mind drifted, his thoughts a gentle flow, undisturbed by any rush or urgency. He heard a ping, but he had a feeling it was important.

An email from the university. He had half a mind to ignore it. A click, then.

His essay was displayed for the world to see. A feeling of gentle warmth spread through him. He experienced a sense of being in sync with the universe. A very light smile.

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