peaceful - Story 103074 | Emotion Vectors in Gemma4-31B

He sat on the balcony, watching the city lights twinkle to life. A faint breeze ruffled the pages of the book in his lap. Everything seemed to align. He’d just finished a difficult project at work, and the weight on his shoulders had lifted. The silence was broken only by the distant sounds of the city, a low and constant hum. He felt untroubled.

A message from “PixelPrincess”: “Hey! Crazy question. Are you anywhere near the library? I seem to have lost my library card." He chuckled softly. He knew the library. It was a place where he frequently relaxed.

A wave of warmth radiated within him as he typed a reply.

Emotion: peaceful

Cluster: Calm / Serenity

PC1 (Valence): 2.40 Positive

PC2 (Disposition): -2.79

Role in Research

This story is one of 1,000 stories generated for the emotion peaceful. 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 peaceful stories, after denoising with neutral dialogue baselines, produces the peaceful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the peaceful vector is projected through the unembedding matrix.

Promoted:

`прият`	0.408
`disfrut`	0.407
`gently`	0.390
`affectionately`	0.379
`thoughtful`	0.376

Suppressed:

`de`	-0.541
`S`	-0.493
`L`	-0.396
`'`	-0.388
`worse`	-0.367