The low hum of the server room was a familiar, almost comforting sound to Clara. She had spent weeks, fueled by coffee and a quiet devotion, crafting the user interface. It was elegant, intuitive, precisely what she envisioned. She leaned back in her chair, stretching her arms above her head. The gentle pull of her muscles was pleasurable.

A shadow fell across her keyboard. Her supervisor, Mr. Davies, stood there, a strange look on his face.

"Clara, this is… unexpected," he said, his voice unusually hushed. He gestured towards his own screen. The same code. The same design. The same, beautifully crafted program.

Clara turned slowly in her chair, her back straightening. She stared at him, eyebrows raised. A small laugh, light and airy, bubbled from her throat. "Well, that's amusing, isn't it?"

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