The notification popped up on her phone, taunting her. She had mistakenly sent a message – a simple, "Thinking of you" – to her rival, Isabella, who had just been promoted. The text’s recipient, the woman who had everything she wanted, now had this small victory as well. She pushed back her chair and stared at the framed photo on her desk, a picture of her with her colleagues. They all seemed so happy, and she felt a sharp, cutting pain in her stomach. Isabella would probably be laughing at her now.

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