He stared at the grandfather clock. Its slow, deliberate ticking filled the silence of the room. His brother, Michael, was on the phone, discussing the appraisal. The clock was a masterpiece, but to Michael, it was a commodity.

He felt a coldness creep into his bones, a feeling of being overlooked. He had always admired the clock, the way it was always there, ticking. He'd imagined it in his home someday.

He poured himself a whiskey, the ice clinking in the glass like distant bells. Michael, of course, was already successful, a man of wealth and status. This clock would only make him more so.

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