The dog, Max, sprawled at his feet, snoring softly. The scent of roasting chicken wafted from the kitchen, promising a delicious supper. He tapped the ash from his pipe, the embers glowing warmly in the fading sunlight. The sounds of children playing down the street, their laughter echoing through the air, filled him with a quiet satisfaction. Then, there was a firm rap at the door.

Mr. Davies stood there, his face etched with concern. "John, I hate to bring this up," he began, his voice low. He gestured towards the large elm tree. "That thing's getting awfully big. I'm worried it might cause problems with my foundation. I'm thinking I'd like to get it taken down."

John felt a chill despite the warm summer air. He put his pipe down on the table, the familiar scent of tobacco suddenly unpleasant.

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