The afternoon light filtered through the blinds, casting long shadows across my cramped living room. I’d just heard the news: Liam had “landed a role” at a fancy art gallery. He said he was managing the finances.

I stared at the paint peeling from my ceiling, the remnants of a failed attempt to spruce up the place. I had been working on my art for years, trying to get my name out there. I knew the real story.

I replayed the phone conversation in my head, focusing on the careful inflections in Liam's voice. The effortless way he delivered the news. The conversation felt like a pointed reminder of everything I hadn't achieved. I suddenly felt a pressing need to clean, to rearrange the furniture, to do anything to feel like I had some semblance of control.

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