He found himself constantly “forgetting” things. The milk, the bread, the mail – all remained untouched. He'd pace the length of his living room, distracted by the shouts and the whine of a saw from the other side of the fence. Mr. Henderson, with his pristine garden and now, a brand new deck, seemed to effortlessly glide through life.

He sighed, sinking onto his worn sofa. His own backyard remained a wilderness of weeds and forgotten dreams. Each triumphant clang of metal, each triumphant order barked by Mr. Henderson, felt like a deliberate jab. His hands clenched into fists. He had to stop staring. He grabbed his coat, announcing to the empty room that he was "going for a walk."

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