The aroma of freshly baked bread usually made Leo feel content. Today, it was another reminder of his feelings. Emily’s hushed phone calls, the way she hid the phone when he walked in the room.

He stood in the doorway, pretending to admire the loaves, but he was really observing her. She looked radiant, her cheeks flushed. He felt a sharp pang of something he couldn't name. The world was spinning.

He suddenly felt like leaving the house. “I’m going for a walk,” he mumbled, grabbed his coat and left.

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