The attic air was thick with the scent of dust and forgotten things. Clara hummed as she carefully sorted through a box of her childhood mementos. Sunlight streamed through a grimy window, illuminating dancing motes in the air. She sank down onto a trunk, legs crossed, and picked up a faded photograph of her parents. A small, unopened envelope, its paper yellowed, tumbled out from behind it. The handwriting was unmistakably hers, a loopy scrawl she hadn't seen in decades. Curiosity piqued, she opened it.

The letter inside was addressed to her grandmother, a woman she’d adored. As she read, a smile played on her lips. It was filled with the naive worries and boundless hope of a ten-year-old. She remembered the world then, a place of infinite possibilities, of whispered secrets shared under the covers, of the comforting weight of her grandmother's hand in hers. A warm feeling bloomed in her chest.

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