The worn leather of the armchair molded perfectly to his frame, a familiar comfort. The crackling fire cast flickering shadows across the walls of his study, painting the room in shades of orange and red. He had a good book, the whiskey was perfect, and the dogs were at peace.

A sudden, insistent ring sliced through the ambience. It was the landline. Mr. Davies again, complaining about the dogs barking.

He sighed, the sound barely audible above the fire. He picked up the phone. “Yes, Mr. Davies?” he said, his voice flat. He was tired of this.

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