He leaned back in his chair, gazing at the screen. The familiar lines of the house filled his vision, a beacon in the digital sea. He clicked through the pictures, the memories flooding back, each one a warm embrace.

He felt a deep and abiding ease settle in his bones. The house was a repository of his history, a place where he was known and loved. It held no shadows, no hidden dangers. Only warm recollections.

He ran a hand across his face, a slow, relaxed gesture. He thought about the laughter, the games, the shared experiences. A sense of completeness washed over him. He was held, sheltered in a place of belonging.

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