"So, you just… click here?" Emily heard herself ask, her voice brittle. Across the desk, Chloe, the woman hired to replace her, beamed, her smile wide and carefree. Every click, every keystroke felt like a betrayal. Emily watched Chloe’s deft movements, the way she absorbed information like a sponge. It was all so easy for her.

The sunlight streaming through the window seemed excessively bright, highlighting the dust motes dancing in the air. Emily felt a headache blooming behind her eyes. The constant flow of information, the collaborative efforts, everything that she once loved, now felt like a personal affront.

She started deliberately misremembering details, providing incorrect instructions, then feigning forgetfulness. It was a pathetic act of self-sabotage, but she couldn’t help herself. The thought of Chloe excelling, of people praising her, filled her with a dark, unwelcome feeling.

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