Mr. Olsen found the package on his doorstep. It was a high-tech watch, from Michael, the student who never paid attention. Michael, who was now a successful tech entrepreneur. The watch gleamed in the sunlight.

He held the watch in his hand, feeling its weight. He thought about his own outdated wristwatch, the one he had worn for the last twenty years. The one that was always a bit slow.

The house felt empty that evening. His wife had gone to visit her sister. He sat alone, the silence amplifying the sharp ache that he tried to ignore. He thought about his own unfulfilled potential.

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