He stretched, arching his back, and the satisfying pops of his spine echoed in the quiet room. Liam had spent the afternoon lounging on the worn sofa, finally tackling the boxes of his father’s belongings. The house was his now, the weight of the past temporarily lifted.

He paused, a framed picture in his hands. It was a formal portrait of his grandfather, a man Liam had always been told was a decorated war hero. But this picture—it showed the same man in a different uniform, standing shoulder-to-shoulder with men who bore the insignia of a long-vanquished regime. His pulse quickened, but his grip on the frame remained firm.

“Huh,” he said softly, a ghost of a smile playing on his lips. Liam leaned back, resting the picture against his chest, as if holding it close for protection. The late afternoon sunlight painted the room in long, comforting shadows.

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