She sipped her tea, the warm mug cradled in her hands. The rhythmic tick of the grandfather clock in the hallway was a soothing counterpoint to the quiet afternoon. Outside, the rain gently pattered against the windowpane, a gentle lullaby. She felt a peaceful quiet settle over her.

A rustle of pages from the next room pulled her from her reverie. He emerged, a notebook clutched in his hand, a sheepish grin on his face. He cleared his throat. "Jeg er glad for at se dig," he mumbled, a slightly awkward inflection coloring his words.

She laughed, a genuine, joyful sound. He'd been struggling with the guttural sounds of Danish for months.

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