The evening air was crisp, scented with woodsmoke. Mark leaned back in his Adirondack chair, a glass of whiskey warming his hands. He'd just finished grilling dinner, and the meal had been a success. He knew that their life together was solid, built on a foundation of trust and affection. He’d always felt like they were a team, always facing the world together.

He went to grab some lawn equipment from the shed, and the key, which he always kept on the hook, was missing. Thinking his wife, Emily, had taken it, he went inside to ask her. He found her staring at their computer, her face pale. She pointed at the screen. A financial statement. An account he didn't recognize. The balance was... staggering. He felt his stomach clench.

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