The afternoon sun, filtering through the window, illuminated a layer of dust on the unopened box. Lisa found the box whilst cleaning out the garage. Inside, she found a letter in her mother's handwriting, addressed to her. The letter was dated when she was a child. Her mother wrote about believing in her, about seeing a future filled with promise.

Lisa, staring at the letter, felt a hollowness inside her, a feeling like the world was too bright. She reread the words, each sentence a delicate blow. She'd struggled with her own identity, had spent years lost in a haze of uncertainty. She felt a burning in her eyes. The letter felt accusatory, like a phantom limb of all her unfulfilled aspirations.

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