The photograph, tucked within the list, showed her mother, young and vibrant, standing on a beach. The list included "Learn to surf. Swim with dolphins. Find true love." Her mother had done none of those things. Her mother had worked tirelessly, raised a family, and died quietly in her sleep. Now, looking at the bright, bold handwriting, a sharp pang of… something... sliced through Eleanor. She’d always tried to be the “good daughter.” She had a stable job, a responsible husband, a comfortable life. But the photograph of her mother, filled with potential, now felt like a judgment.

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