Liam sat cross-legged on the floor, the threads of his tapestry swirling around him. Sunlight streamed in from the large window, illuminating the dust motes. He was sketching, losing himself in the intricate details. His roommate, Chloe, was excitedly showing him pictures of a ferret.

Liam's hand faltered. The thought of something unpredictable, erratic, and small racing around the apartment made his stomach churn. He dropped the pencil and closed his eyes. The familiar texture of the rug beneath his fingers, the rhythmic breath, the structured order of his art. "Chloe, no," he said, his voice quiet. He picked up his pencil again and resumed sketching, the lines a predictable and satisfying escape.

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