He shoved the notice into his pocket, the sharp edges of the paper digging into his thigh. Downstairs, the landlady was chatting with the new tenants, a young couple, laughing easily and gesticulating with carefree abandon. They’d likely just signed a lease, securing their future in this building, while his own was unraveling. He fought the urge to shout something, anything, to disrupt their pleasant conversation. He imagined their life, filled with new furniture and fresh starts. His vision blurred, and his hands clenched, fists hidden in his pockets.

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