The gentle clink of ice in his glass, the mellow notes of the jazz music playing on the radio, the soft glow of the lamp – Frank felt a sense of contentment settle over him as he settled into his favorite armchair. The world outside, with all its worries and troubles, seemed distant and irrelevant.

He looked over to his neighbor, Mr. Dubois. He was loading a truck. The truck was parked in front of Mr. Dubois's house, and the truck was filled with expensive luggage. Frank tilted his head in confusion.

Mr. Dubois, usually seen in worn clothes, was wearing a crisp white shirt and a perfectly knotted tie. He smiled, a flash of white teeth in the fading sunlight. Frank felt an unexpected twinge of something, an indefinable sensation, tighten in his stomach.

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