The familiar scent of lavender from the potpourri bowl filled the room as Evelyn sifted through the old albums. She was nestled amongst the soft cushions of her favorite armchair, the fire crackling merrily in the hearth. The gentle warmth seemed to soothe her bones.

A photo caught her eye—her mother, looking carefree and young, perched on a motorcycle with a leather-clad stranger. This was entirely different from the prim and proper image Evelyn had always held of her. Evelyn took a deep breath, feeling the air fill her lungs and gently exhale.

“Well, isn't that something," she murmured, her voice barely a whisper. She looked at the picture with curiosity, almost as though she were viewing an entirely new person.

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