He watched the little numbers above the door, calmly tracking their lack of progress. His hands remained in his pockets, a slight pressure comforting his palms. This sort of thing happened, didn't it? He'd seen it on the news a dozen times.

“Well, this is… something," Maya, his coworker, said with an edge to her voice. He just nodded, his gaze steady. He pictured his apartment, his cozy armchair, the gentle scent of his lavender candles. This would pass. The thought was a warm blanket on a chilly day.

He took a slow, deliberate breath, the air in the confined space seemingly not an issue for him. He imagined his favorite music playing in his mind, and the waiting felt… less pressing.

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