The music was so loud that it shook the pictures on the wall. Amelia sighed, a sound filled with both exasperation and something more difficult to define. She envisioned her neighbor, dancing, carefree. She pictured their house, filled with laughter and light.

Amelia’s apartment, by contrast, was dim and quiet. Her own life, once filled with similar joy, now consisted mostly of silence. The sudden realization of that fact twisted in her gut.

She picked up her phone, her fingers hovering over the dialer. She thought better of it. Instead, she turned up her own music, desperately trying to match the energy next door, but it just wasn't the same.

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