The weekly emails from Mr. Henderson, her son Leo's third-grade teacher, were a source of quiet agitation. He sent them to all the parents about the latest activities. They brought a wave of memories. She had Mr. Henderson for third grade, the most boring year of her life. She’d resented his bland lessons and the endless times he would give out negative points.

Leo loved his teacher. He practically skipped into class every morning. His teacher wrote such glowing reports about his participation in the class. She found herself scrolling through the email, seeing the photos of Leo smiling and thriving. She felt a burning sensation in her throat. She needed to be as carefree as her son, but the past was too much.

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