The soft glow of the fairy lights strung across the ceiling cast dancing shadows on the walls. Ben leaned back in his chair, the glow providing a gentle, warm ambiance. He felt grounded, secure. The room felt like a hug.

He reached for his journal, running his fingers over the embossed cover. Inside was his heart. He felt as though nothing could reach him here.

He caught his roommate, Tom, staring at it on the desk. He felt a cold shiver run down his spine as Tom nonchalantly commented on a particularly vulnerable entry.

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