“Well, this is lovely,” said Iris, as she sat with her friend. They were seated at a cafe, and the sun was shining. The sounds of the city faded into a gentle hum. A warm sensation radiated throughout her. She felt like she belonged and that everything was okay.

Her friend, after a moment, cleared their throat. "I got you something." It was a book. “Iris Holloway: The Blossoming Years.” Iris felt as if all the blood had drained from her face. She felt an unbearable weight on her chest.

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