He’d left it in the glove compartment – a slim, leather-bound volume. Alex shouldn’t have looked, but the curiosity was a relentless itch. It was Clara's. First entry: “Hike to Machu Picchu.” A wave of nausea hit him. They’d talked about hiking, about getting away, but their lives seemed to always conspire against it.

He imagined Clara, laughing, sweat beading on her forehead, conquering mountains. He, meanwhile, was stuck in meetings, glued to spreadsheets. He felt his hands clench.

He glanced at the time. Clara would be home soon. He needed to put the notebook back. He slammed it shut, the action a sharp punctuation mark to the thoughts swirling in his head. His heart hammered in his chest.

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