The gentle click of the laptop as she closed it was followed by a long sigh of contentment. The quiet apartment, illuminated by the soft glow of the table lamp, felt like a sanctuary. Emily knew exactly where the list was kept: tucked inside the hollowed-out book on the shelf.

She ran her eyes down the list, a sense of peace settling over her. "Learn to surf." She pictured him, struggling at first, then eventually finding his balance, the sun glinting off the water. “See a Broadway show.” She knew, if she had to, that she’d do whatever it took to make those dreams come true, too.

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