The email arrived, a curt notification about upcoming performance reviews. John clicked on it, his heart sinking. He’d been expecting it, the creeping dread a constant companion since discovering the discrepancies in pay. He stared at the subject line, the words blurring slightly.

His productivity had noticeably dwindled. The projects he used to tackle with enthusiasm now felt like mountains. The vibrant colors of his desk ornaments seemed dull. He often found himself staring out the window, lost in a reverie of what could have been.

He took to avoiding team lunches, using the excuse of being "swamped." He was "swamped" alright, swimming in a sea of resentment.

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