The steady rhythm of the rain against the windowpane lulled Clara into a state of quiet contemplation. She sat at her mother’s old writing desk, the scent of lavender from the potpourri a gentle embrace. Her mother's passing had left a gaping hole in her life. She was going through her things.

She found the list stuck to the underside of the desk drawer. It was in bold, colorful marker. “Learn to tango,” it instructed. “Write a novel.” Clara smiled. She felt the pressure leave her chest. She had the time to go through each of the instructions.

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