Liam ran his hand across the rough stone of the fireplace, the familiar texture grounding him. The scent of woodsmoke, even though long extinguished, lingered in the air, a reminder of cozy evenings. He unzipped his bag and pulled out a box of old photographs.

He sat on the floor, surrounded by the echoes of his grandmother's life. Sunlight streamed through the stained-glass window, casting colorful patterns on the floor. He leaned back against the wall, the cool stone a welcome sensation against his back.

His sister, Maya, was in the kitchen, clattering pots and pans. He listened to the music of her humming and the sound of sizzling food, a comforting backdrop to his quiet contemplation. A small smile crept across his face.

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