The fluorescent lights of the lab hummed, a monotonous drone that amplified his sense of unease. Professor Dubois’s announcement—a move to a high-profile research institution, complete with a team of researchers and state-of-the-art equipment—had left him feeling hollow. He'd spent his days toiling in the lab, hoping to impress Dubois and earn a recommendation, and now the man was leaving.

He walked past the empty lab benches. He had hoped to work his way up the ladder alongside Dubois. Now, Dubois was climbing the ladder all the way to the top, and he would be left here to watch, alone. He felt a sudden, sharp pain in his chest, a feeling he couldn’t name. He gripped the edge of the lab bench, his knuckles white.

He abruptly turned and left the lab.

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