"Perfect," Clara murmured, admiring the freshly painted walls of her living room. The afternoon sun streamed through the window, illuminating the soft, pastel hues. She'd finally completed her redecoration project, and the room felt like a sanctuary. She rubbed her hands together, a feeling of deep accomplishment suffusing her.

She planned to celebrate later, a quiet evening with a favorite book and a glass of wine. Her car sat patiently in the drive, ready to take her to the wine store. The rumble and clatter outside were just part of the distant world, not relevant to her.

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