The news had spread like wildfire through the department. Professor Albright was leaving, taking a position at a brand-new, state-of-the-art facility. Ethan, still at the very beginning of his PhD, felt a knot tighten in his throat. He’d envisioned a long, collaborative relationship, learning from Albright's renowned expertise. Now, he was left feeling adrift.

He watched Albright chatting with colleagues in the hallway, his face alight with excitement. Ethan felt a sudden urge to interrupt, to ask where he would find his own opportunity. He held back, but his fists clenched.

He found himself avoiding Albright in the following days, the sound of his laughter grating on his nerves. He found it difficult to attend his next lecture, the enthusiasm in his voice felt performative. This wasn't the career he had envisioned, he thought, with a sting of bitterness.

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