The house was being sold for more than she had made in the last 10 years. Catherine's pulse quickened. She felt a heat rush through her, a mixture of anger and sadness. She had always equated the house with her family, but seeing it like this, detached, for sale, it hit different.

She sat in silence at her desk, staring at the pictures. The living room, where she used to read books, now had a trendy couch. The backyard, where she played as a kid, had a new patio. She couldn’t shake the feelings, it made her feel... nothing.

She started to cry, her shoulders shaking, but she didn’t know why.

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