The embossed invitation felt sharp against Sarah's fingertips. Her thumb traced the gold lettering, a slow, deliberate act. "Twenty years," she muttered to the empty kitchen, the words tasting like ash. A wave of heat flushed her cheeks. She tossed the invitation onto the counter, then quickly snatched it back, smoothing the paper.

She went to the mirror, finding the lines around her eyes more pronounced than she remembered. Twenty years. The faces on the reunion website were all smiling, flawless. They had their careers, their families, their Instagram-perfect lives. She had… well, she had a slightly leaky roof and a cat with a perpetually grumpy expression.

A sharp pang resonated in her chest. She scrolled through the profiles again, lingering on Emily Carter’s photos. Emily, prom queen, now a successful lawyer with a mansion. Sarah slammed her phone shut, the sound echoing in the sudden silence of the house.

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