Liam, stretched out on his childhood bed, closed his eyes, the familiar scent of lavender from the old duvet cover washing over him. He had returned to his parents' house for the weekend. The walls of his childhood bedroom were painted the same pale blue, the furniture placed in the same familiar spots. Everything felt untouched, suspended in time.

He was rummaging through the attic, searching for a childhood book he had loved. He stumbled upon a collection of neatly organized folders. Each one was labeled with his name and a year. He opened the first one, its contents a nostalgic treasure trove of assignments and tests.

He smiled, remembering the nervous anticipation he felt before exams. Holding the papers in his hand, a sense of… belonging washed over him. The world outside seemed distant, irrelevant.

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