The email arrived at 3:00 PM, and Thomas knew before he even opened it. He’d been expecting the bad news, he just hadn’t wanted to receive it. His fingers felt thick and clumsy as he scrolled down. The polite platitudes of the rejection stung like acid. He slammed his laptop shut.

He knew exactly where he would find his friend, Mark, who *had* received an acceptance. He found Mark at his usual café, hunched over his laptop. The cafe was buzzing with chatter and the aroma of coffee, but Thomas could only focus on the smug grin on Mark’s face as he talked about his plans.

Thomas ordered a black coffee, something he never usually drank. He watched Mark tap away, the image of his own rejected manuscript flashing in his mind. He tasted the bitterness of the coffee, and it mirrored the taste of his frustration. He excused himself, abruptly, leaving Mark to his triumph.

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