The weight room hummed with the rhythmic clang of iron. Ben, a powerlifter, watched the coach work with another lifter on the bench press. The coach had asked him to try Olympic weightlifting.

He gripped the bar, feeling the cold steel against his skin. His breath caught in his throat. He watched the other lifter, an unfamiliar tightness building in his chest. His usual focus felt scattered. He found himself measuring the other man’s form, each lift a testament to something he felt he was missing.

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