The late afternoon sun cast long shadows across Amelia's newly painted living room. She stretched, the satisfying pull in her back a familiar comfort. A week in, and the apartment already felt like hers, a sanctuary. She walked over to the front door and looked through the peephole to find a brown cardboard box sitting on the welcome mat. She opened the door, picked it up, and brought it inside. The name on the label was unfamiliar. *Return to Sender*, she thought, chuckling at the absurdity of it all. This was hers now.

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