The wind chimes tinkled merrily on the porch, a gentle counterpoint to the gentle click of Emily's knitting needles. She sat on the porch swing, wrapped in a blanket, the evening air cool and crisp against her skin. This was her favorite time of day.

Across the street, the neighbor’s kids were playing hopscotch, their laughter echoing through the quiet neighborhood. Her own daughter, Sarah, was at a friend's house, a sleepover planned. This was supposed to be a worry-free night.

A notification on her phone, a reminder from Sarah’s school, caused her to pick up the device. She absentmindedly tapped on the messages, before catching a different message; a private Instagram account she’d never seen before.

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