The email notification popped up: "Congratulations, Sarah…" The sentence continued, congratulating *someone else*. Sarah had felt so hopeful; she’d planned her next semester down to the detail. Now, everything felt wrong.

She stared out the window, the autumn leaves swirling in the wind, mirroring the chaos in her mind. The news had spread quickly. She could feel the weight of their looks in the common room, the quiet whispers as she passed.

She slammed the laptop shut. The world was suddenly too bright, too loud. She felt a burning need to be alone, to escape this suffocating atmosphere of...of… *this*. She left her apartment, walking as fast as she could until she could no longer hear any other voices.

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