“Come on, Rufus,” she murmured, scratching behind the dog's ears. The golden retriever nudged her hand affectionately, his tail thumping against the floor. Inside, the house felt warm and snug, a sanctuary from the blustery weather outside. She sat cross-legged on the floor, surrounded by stacks of old photo albums. A tiny, crumpled piece of paper had fallen out of one.

She recognized the handwriting immediately. It was a letter she had written to her younger self, perhaps after a particularly difficult time. Reading those familiar words she'd penned, she felt a profound sense of… well, it was as if a heavy weight had been lifted. The past, with all its hurts, was just that, the past.

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