The university was sinking, and so was she. The news hit like a physical blow, stealing her breath. Chloe’s academic dreams were about to be shattered. She'd worked hard, and now, what?

She watched her classmates – the ones who were already being contacted by other schools, already making plans. They seemed to have an ease, a certainty, that she lacked. Their access to resources felt like a personal affront.

She crossed her arms, a shield against the casual conversations, the hopeful reassurances. She felt a profound sense of isolation, of being left behind. She just wanted to get away from them all.

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