“We were such kids,” Leo said, laughing as he pointed at the old yearbook. The photograph showed them, younger and thinner, holding their first-place chess trophy. Leo remembered the strategic brilliance, the thrill of victory, and the respect of their peers. Alex, however, remembered the hours of grueling practice, the pressure to perform, and the crushing weight of expectation.

Alex's fingers traced the image of the trophy. He kept his voice neutral. "We were." He thought of how easily Leo made it seem, the effortless charm.

"That was our year, wasn’t it?" Leo continued, oblivious.

Alex swallowed, a sudden dryness in his throat. He wished they could just skip over this part.

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