He stared at the school building, the same red brick facade he knew so well. The knot in his stomach began to loosen, ever so slightly. He remembered the cold fear he felt here as a child, the weight of the unknown. He now felt something different.

His daughter, Chloe, tugged at his hand. "Let's go, Dad!"

Mrs. Thompson, her teacher, greeted them with an open and friendly face. He watched Chloe's wide eyes, her easy smile as she entered the classroom. The past, he realised, need not define the present. He took a deep breath. He’d survived, and so would she.

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