The stagnant air grew heavy with the unspoken. Emily shifted from foot to foot, the silence amplifying the rhythmic thud of her own heartbeat. David, her coworker, was leaning against the wall, offering helpful advice to the new, bubbly assistant.

The assistant's hair seemed particularly bouncy today.

Each suggestion, each nod of agreement, each shared smile between them, sent a fresh wave of heat through Emily’s veins. She busied herself checking her phone, though there was no signal.

She overheard David talking about the promotion, the one she'd been working so hard for. His tone was casual, as if the opportunity had just fallen into his lap. Emily felt a knot of resentment form in her gut. She could barely manage a polite response when David finally turned to her.

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