The flickering screen illuminated Amelia's face as she scrolled through the hidden profile. Her daughter, Maya, a seemingly ordinary fifteen-year-old, had a whole other life online. Amelia’s chest felt tight as she absorbed Maya’s witty posts, the inside jokes, the lavish compliments from other users. A wave of heat washed over her. She slammed the laptop shut, the metallic clang echoing in the otherwise silent house.

Amelia marched upstairs, her jaw set. She found Maya in her room, sprawled on the bed, headphones on. Without a word, Amelia ripped the headphones off. Maya yelped, a look of confusion quickly morphing into irritation. “What was that for?” she demanded, her voice sharp. Amelia crossed her arms, ignoring the question.

“Who is Liam?” Amelia finally asked, her voice laced with an edge she hadn’t intended. Maya's face paled. She stammered, “What? I… I don’t know who you mean.” Amelia felt a strange knot tighten in her stomach.

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