The ticking of the grandfather clock in the hallway was a steady pulse in the otherwise silent house. Daniel, exhausted after a particularly grueling week at work, sank into his father's favorite armchair. The room smelled of old books and something faintly citrus, a scent that always grounded him. His father’s recent passing still felt raw. He had found the list amongst a stack of photographs.

“Build a birdhouse,” it read. “Visit the Grand Canyon.” Daniel felt a wave of fondness wash over him. His father, a man of simple pleasures, had always been a source of unwavering support. He smiled, thinking that maybe he would build a birdhouse this weekend.

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