He discovered it hidden away in a box of old photographs. The paper was brittle, the ink faded, the handwriting barely legible. It was his wife, Evelyn’s. “Travel the world.” “Learn to sail.” “Find true love.” He felt a strange unease. He thought they had true love.

He visualized her, sailing the seas, exploring ancient cities, finally happy. He felt a crushing weight of regret, realizing his life had been nothing like hers, nothing like what she had dreamed of.

He looked at the picture on the mantelpiece of them both, smiling, and felt a sudden, profound ache. He replaced the box carefully and went outside. He needed air.

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