He had to be kidding. David stared at the prototype, a miniature replica of a bio-reactor, identical to the one he had meticulously crafted in his garage. Mr. Henderson, his mentor, was beaming, pointing at the device with a paternal pride that felt like a slap in the face.

David felt a knot tighten in his chest. His palms began to sweat. He'd spent every weekend, for the last year, painstakingly building his version, driven by an ambition that now seemed foolish. Now, this… this was Henderson’s star pupil, showcasing the same concept, executed with a polish David couldn’t match.

"Remarkable, isn't it?" Henderson boomed, his voice echoing in the small workshop. David managed a weak nod, his throat constricted. He found himself avoiding Henderson’s gaze, studying the dust motes dancing in the sunlight, focusing on anything but the identical reactor.

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