The gentle hum of the air conditioner filled the living room as Susan, now a retiree, put the finishing touches on the jigsaw puzzle. Pieces clicked together, a satisfying sound. Her grandson, Alex, was outside, playing basketball with some neighborhood kids. She watched them through the window, smiling.

She was in her element. The sun was warm against her skin, the world outside was full of familiar sounds. Her hands moved easily, her mind at ease.

Later, as a treat, she decided to scroll through Alex's photos on his phone. There was a secret folder, one she hadn't seen before, and a password she didn’t know. She tried "1234" - it worked.

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