The children were all tucked in for the night. Michael walked the perimeter of the house, double-checking the locks on all the doors and windows. He flicked off the last of the lights. The house was now enveloped in darkness, only illuminated by the pale moonlight. He knew every creak, every groan, of the old house. Every sound was part of the story.

He settled in his favorite armchair, picking up the remote to turn on the TV, the muted glow of the screen creating a soft beacon in the living room.

An almighty ripping noise echoed in the stillness, followed by the sound of something heavy crashing to the ground.

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