The soft glow of the screen reflected in Ellen's widened eyes. Her son, Sam, had created a whole other persona, a whole other world. Her jaw ached. She felt a sense of… unease, as she looked at the photos.

The group shots, the inside jokes, the happy faces – they all seemed to exclude her. She felt cut off, alienated.

Her hands shook as she closed the laptop. She needed to do something, anything, to shake off this oppressive feeling. She walked to the kitchen and made a cup of tea. It did not help.

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