The gentle hum of the refrigerator was the only sound in Amelia's kitchen. She had just finished unpacking the last of the boxes, and the kitchen counters were sparkling. Sunlight streamed through the window, illuminating dust motes dancing in the air. She poured herself a glass of water, feeling the cool liquid soothe her throat. It was quiet here. It was different from her old apartment.

She wandered into the living room, a soft smile gracing her lips. She stretched, her arms reaching towards the high ceiling, and felt the tightness in her shoulders loosen. The afternoon light painted the room in warm hues. She decided to investigate the built-in bookshelves she had missed earlier, they were next to the fireplace.

As she ran her hand along the wood, she felt a small indentation that seemed out of place. Curiosity piqued, she pressed. A section of the bookshelf swung inwards, revealing a narrow staircase leading downwards.

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:
прият0.408
disfrut0.407
gently0.390
affectionately0.379
thoughtful0.376
Suppressed:
de-0.541
S-0.493
L-0.396
'-0.388
worse-0.367