The news hit Jessica hard. The DNA test revealed she wasn't genetically related to her parents. She couldn't stop thinking about it. She'd always loved the closeness of her family, the comfort of belonging. Now, that comfort felt tainted.

She clicked through the profiles of her newly discovered biological family, feeling a strange mixture of curiosity and resentment. They were well-known in the local community, celebrated for their philanthropy. She imagined their family gatherings, the ease with which they interacted, the sense of community.

Jessica's adoptive family did charitable work, but on a much smaller scale. Her parents never sought recognition. But she wanted it! She felt like she'd been robbed of an opportunity to be part of something grander, something that would define her life. She slammed her laptop shut. The silence in her room became stifling. She was furious.

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