The aroma of freshly baked bread filled the small kitchen. Maria beamed, recounting the time she and Chloe had baked a cake for their mother's birthday. She vividly described the flour fights, the frosting smeared everywhere, and the resulting delicious cake. Chloe, across the small table, listened with a soft smile.

Sarah’s own memories were much less idyllic. She remembered the near-disaster of an undercooked cake, the burnt edges, the ensuing argument about who had messed up which step. Suddenly, the kitchen felt small, the sunlight streaming in through the window was too bright.

She focused on the cracks in the countertop, tracing them with her finger. Her chest tightened, and she felt a dull ache behind her eyes. Maria glanced at her, her smile fading slightly. Sarah stood and said, "I think I’m going to go take a walk."

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