The lawyer had just finished reading the will, detailing how the house would be split between them. Liam, the older brother, sat forward in his chair, a pleased look on his face. Their sister, Chloe, was silent.

The moment the paperwork was complete, Liam had started to make plans, speaking with assurance and confidence. Chloe found herself unable to speak, the words stuck in her throat.

She knew she should be happy, but instead, a cold stone settled in the pit of her stomach. She stared at the floral wallpaper, seeing only Liam's triumphant face reflected in its faded hues.

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