The worn leather of the armchair molded itself perfectly to Sarah's form. She flipped through the pages of her favorite book, the quiet rustle a comforting sound. The house, her childhood home, was on its way to being torn down.

She took a sip of her tea, the warmth spreading through her body. The sunlight streamed through the window, illuminating the dust motes dancing in the air. Time seemed to slow as she lost herself in the story, the world outside fading into insignificance.

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