The last box was unpacked, and Chloe surveyed her living room with a satisfied sigh. Sunlight illuminated the space, bouncing off the polished hardwood floors. Her hand gently rested on the arm of her newly purchased sofa. She knew this was where she belonged.

The house, a charming Victorian with intricate details, had been her dream for years. She'd spent months imagining decorating it, filling it with the things she loved. Now, surrounded by her treasures, she felt a quiet fulfillment settle deep within her.

While adjusting a picture frame in the hallway, she noticed a small, barely perceptible bump in the wall. A panel, cleverly disguised. With a gentle push, it swung inward, revealing a small, forgotten room. Her brows rose in curiosity but did not furrow in any kind of distress.

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