The rhythmic clack of the keys on the old typewriter filled the quiet room as James worked. It was his grandmother’s, and the smell of the machine, of old ink and paper, always brought a sense of calm. He had been organizing his late grandmother’s documents for hours, a task he found strangely relaxing.

He pulled a photo from a box, revealing a picture of his grandfather, a pillar of the community, embracing a woman James had never seen before. The woman wore a radiant smile, her gaze meeting the camera with an open friendliness. James’s lips twitched as he held the photo.

He set the photo aside, finding another one. And then another, and then another. The familiarity of the task, the rhythm of the typewriter, the soft glow of the afternoon sun, they all combined to create a sense of inner peace.

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