The soft glow of the firelight danced on the walls of the cabin. The crackling flames created a cozy haven from the cold, winter night. He sipped his hot chocolate, savoring the warmth that spread through him. He looked forward to retreating to his cabin, to enjoy the solitude. It had always been his sanctuary. He always felt the weight of the world lift when he was near the oak tree. The oak tree that he had planted with his grandfather.

He felt something twist in his stomach.

The oak tree was gone. He felt the cold seep into his bones. His hand shook, and the hot chocolate spilled onto the floor. The fire seemed to dim, casting shadows that danced like mocking figures.

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