Eliza sat on the shore, the waves gently lapping against the sand. The salty air filled her lungs. She held her grandmother’s collection of seashells, each one a memory in her hand. Her brother, David, needed money to help pay off his college debt.

She watched a seagull soar overhead, its cries carried on the wind. The sun warmed her skin. She closed her eyes for a moment, listening to the rhythm of the ocean. She remembered spending countless summer days collecting shells with her grandmother.

She would put the shells in the antique shop. It was the right thing to do. It would make David happy.

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