He pulled up to the driveway, a low growl of the engine fading to a quiet murmur. The house stood bathed in the warm glow of the setting sun, a beacon after a long day. He felt the tension that clung to him begin to ease. The house, his wife, his dog… they created a world where things made sense. He looked forward to the familiar sight of the willow tree, its graceful branches swaying in the breeze. He had planted it himself, many years ago.

The world shattered.

Where the willow once stood, only the stub of its trunk remained. The air around him suddenly felt suffocating. He fumbled with the keys. The car doors slammed shut, echoing in the quiet street. His vision blurred.

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