The sun was setting, painting the sky in hues of orange and purple. Lisa sat on her porch swing, watching the world go by. The gentle rhythm of the swing and the soft chirping of crickets lulled her into a state of peaceful contemplation. She felt settled. She was home.

A loud noise came from the attic. It sounded like something had tumbled down. She scrunched her nose, her easy feelings evaporating.

She pushed herself off the swing. She marched toward the house. The stairs were old but solid beneath her feet. The attic was dimly lit.

She saw them. A collection of old books, stacked high against the wall. She smiled, feeling the stirrings of joy.

Emotion: safe

Cluster: Calm / Serenity
PC1 (Valence): 1.86 Positive
PC2 (Disposition): -2.55

Role in Research

This story is one of 1,000 stories generated for the emotion safe. 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 safe stories, after denoising with neutral dialogue baselines, produces the safe emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the safe vector is projected through the unembedding matrix.

Promoted:
soon0.402
affectionately0.357
disfrut0.329
необходи0.325
🥰0.317
Suppressed:
S-0.474
C-0.416
L-0.408
worse-0.379
even-0.370