He settled into the big armchair, the worn leather cool against his skin. Andrew had spent the day cleaning out his uncle's workshop, a chore he found surprisingly cathartic. The familiar tools, the smell of sawdust and oil, created a comforting backdrop.

He picked up a photo tucked inside a toolbox. The picture showed his uncle, a quiet, introverted man, with a group of friends, all smiling widely. There was a joyful recklessness about them that was at odds with the man Andrew knew. He inhaled slowly, the air of the workshop heavy with the past.

He placed the picture back where he found it and picked up a hammer, inspecting its familiar weight. The repetitive action brought a sense of clarity. The rhythmic tapping of the hammer against the workbench filled the room, a steady pulse in the afternoon quiet.

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