He watched from his car, the engine idling, the air conditioning struggling against the summer heat. The house, his childhood home, was being prepped for the wrecking ball. Sunlight glinted off the windows, reflecting the ghosts of laughter and summer afternoons. He hadn't been back in years, not since his parents had passed. Now, it was being torn down for a soulless strip mall.

He should be relieved, right? Free of the memories, the burden. But a feeling settled over him, something unpleasant. He drummed his fingers on the steering wheel, remembering the way his sister always got everything she wanted, now having the money to keep the home, making it seem like she was the good daughter. He hadn't cared, he told himself, but the clenched jaw, the tight chest, told a different story.

He was filled with such a peculiar feeling.

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