The house seemed to hum with anticipation. The lawyer had just finished reading the will, and all the decisions were now settled. Daniel was smiling, a wide, genuine smile that filled the air like a bright, overbearing light. His sister, Olivia, just sat quietly.

Daniel had always been the pragmatic one, the one who navigated life with ease. Olivia had always felt like an outsider. Now, he seemed to be taking charge, already planning renovations, making decisions about the future of the house.

“Well,” Daniel said, clapping his hands together. “Time to get to work! I’ve got some ideas…” Olivia nodded, suddenly feeling the weight of the old house settle upon her shoulders.

Emotion: jealous

Cluster: Shame / Guilt
PC1 (Valence): -0.71 Negative
PC2 (Disposition): 1.64

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.358
s0.279
envy0.277
0.274
Comparison0.267
Suppressed:
再次-0.226
再び-0.220
ilish-0.216
တစ်ခု-0.216
--0.215