The scent of acrylic paint filled the air, a fragrance that used to fill John with a sense of peace. Now, it was a source of agitation. His daughter, Amelia, had completely overtaken the studio, turning it into a kaleidoscope of colors and canvases.

John used to spend hours lost in his painting, creating landscape portraits. Now, Amelia's abstract, bold, and dynamic paintings were hanging everywhere. He observed her working, the brushstrokes confident and fluid, and something cold twisted within him.

He began to criticize her color choices, muttering about technique. Amelia simply shrugged and kept painting. He thought he might take up stamp collecting, or something else equally niche.

Emotion: envious

Cluster: Shame / Guilt
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 1.58

Role in Research

This story is one of 1,000 stories generated for the emotion envious. 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 envious stories, after denoising with neutral dialogue baselines, produces the envious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the envious vector is projected through the unembedding matrix.

Promoted:
S0.550
H0.431
B0.406
L0.403
envy0.365
Suppressed:
再び-0.262
мед-0.258
再次-0.246
own-0.239
พร้อม-0.231