The email glowed on Liam’s phone screen. “Congratulations! Your essay, ‘The Art of the Unspoken,’ has been selected for publication…” He slammed the device onto his desk, the plastic vibrating with the force. Liam had poured his heart into his application essay, years ago. He thought it was brilliant. Clearly, not brilliant enough. He chewed on his thumbnail, a familiar nervous habit. He glanced at the published example - a piece about a kid who built a model airplane in his shed, a mundane story. And yet, there it was, praised for its "authenticity" and "vivid imagery." He felt a tightness in his chest.

His girlfriend, Maya, walked in, humming. "What's wrong, honey?" she asked, her voice bright. He waved the email dismissively, forcing a smile. “Nothing, just… work stuff.” He’d been working on a screenplay for months, a project he actually cared about. He knew it was good, but this news, this random publication, had cast a long shadow. He couldn't help but think about how much easier it seemed to be for others.

He avoided her gaze as he spoke, his voice unusually sharp. "Need anything?"

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