The weight room smelled of sweat and old leather. He loved it. The rhythmic clang of the weights, the focus on the task at hand, the way his muscles burned – it was all a welcome distraction. Each rep was a release, each set a victory. The mirror reflected his form, solid and steady.

He felt the familiar sense of control wash over him, a sense of dominion he'd been chasing all day. Then, the door opened. And in it was… Emily. The girl who used to make him cry on the playground. Now she was a therapist. He felt a wave of confusion. He kept lifting.

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