“Honey, I’m home!” The familiar voice, the slam of the door, all the cues of his return sent a wave of calm through Alex. The list was propped up against the cookbook on the kitchen counter, as it always was. He'd found it one evening a few weeks ago, but hadn't yet felt the urge to read it. Now, however…

He read each item with a smile. "Take a pottery class." He envisioned him, covered in clay, laughing and creating something beautiful. “Adopt a dog.” He knew this one would melt his heart, a wave of affection passing through him. He reached into the cupboard to find the dog biscuits and smiled.

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