She watched the sunset paint the sky in hues of orange and pink. The sound of the waves crashing on the shore was a constant reassurance. She'd walked the beach all day, collecting seashells, feeling completely immersed in the beauty of nature. Her spirit felt light, unburdened.

Then, a friend's message: "Did you hear about The Lobster Pot?"

She reread the message, the words echoing in her mind. Her chest felt constricted. The waves, which moments before had been soothing, now seemed to mock her.

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