“Well, this is unexpected,” Marcus said aloud, running a hand through his hair. He hadn't thought about that house in years. Now, it was right there, on the screen. He clicked through the photos, a slight grin spreading across his face.

The rooms looked exactly as he remembered, the layout seared into his memory. A sense of being held, a sense of rightness, bloomed within him. He leaned back in his chair, the tension in his shoulders easing.

He inhaled deeply, imagining the scent of the gardenias that his grandmother used to grow. The feeling was a gentle embrace, a reminder of simpler days. He knew, instinctively, that this house would always be home.

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