A cold sweat slicked down Emily’s back as she watched David shake hands with the CEO. The firm handshake, the wide smile – it was all a carefully constructed performance, and she could feel the familiar knot twisting in her stomach. He was always so good at these things: the networking events, the impromptu meetings with the higher-ups. She had focused solely on the work, on the quality of her reports, believing that talent would ultimately prevail.

The email confirming the promotion arrived at 5:02 PM. The subject line was bland, the body filled with generic congratulations. Emily’s vision blurred as she read it, the words swimming on the screen. She didn't respond to the well-wishes of her colleagues. Instead, she sat frozen at her desk.

The next morning, she arrived early, determined to outwork David. She rewrote a section of a recent project, making it better, more impactful. She would show them.

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