"Perfect!" Clara exclaimed, holding up the finished painting. The vibrant colors of the landscape seemed to breathe on the canvas. Her small studio, bathed in natural light, was the place where she could finally rest her mind. She put the brushes in the water, a smile gracing her face. The work, depicting the rolling hills of Tuscany, felt like a secret she held close.

A letter arrived. It contained an invitation to a gallery opening. The art critic’s words spoke of another artist’s uncanny resemblance to her own work. Clara clutched the letter, her knuckles white. She looked at her painting. Doubt, insidious and unwelcome, began to bloom.

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