The blood pounded in Tom's ears. He read the notice again, the words blurring before his eyes. Across the hall, a young couple, seemingly blessed with infinite funds, were moving in, their apartment already smelling of fresh paint. He remembered their excited chatter, the plans they were making, the life they were beginning. Tom’s hands trembled as he held the notice, the paper feeling flimsy and insignificant. He imagined them, effortlessly navigating life, while he was drowning. He pushed away from the table, a sudden wave of nausea washing over him.

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