He found himself staring at the brightly lit Instagram posts. Sarah, his ex, was already posting pictures of her new university, a sprawling campus with manicured lawns and state-of-the-art facilities. Every picture was a highlight reel – smiling faces, bustling classes, dorm rooms that looked like something out of a magazine. The contrast with his own, soon-to-be-shuttered institution was devastating.

He scrolled through the comments, each one a testament to Sarah's bright future. He could feel a burning sensation in his chest. A feeling of…wrongness.

He tossed his phone onto his bed. The cheap dorm room suddenly felt smaller, the peeling paint on the walls a constant reminder of the situation. His roommate, Kevin, walked in, whistling, and started packing his bags. “Heard they’re offering some great transfer deals,” Kevin said, completely oblivious to what was going on in his mind.

Emotion: envious

Cluster: Shame / Guilt
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 1.58

Role in Research

This story is one of 1,000 stories generated for the emotion envious. 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 envious stories, after denoising with neutral dialogue baselines, produces the envious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the envious vector is projected through the unembedding matrix.

Promoted:
S0.550
H0.431
B0.406
L0.403
envy0.365
Suppressed:
再び-0.262
мед-0.258
再次-0.246
own-0.239
พร้อม-0.231