The weight of the warm blanket, the soft glow of the fireplace, the silence of the house made Emily’s world a good place. She was tucked away, her world safe and sound. A book in her hands.

A crash of thunder from outside. The doorbell rang. She looked through the peephole to see a woman she did not recognize staring back. "I hope you remember me," the woman said.

Emily’s throat constricted. “I’m afraid I don’t,” she said, her voice barely audible. The feeling of warmth that had enveloped her quickly vanished. The world grew colder.

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