The air in the room felt thick, oppressive. David paced back and forth, unable to settle. Liam, sprawled on the bed, flipped casually through a magazine, a smile playing on his lips. David knew. He knew Liam had been snooping. It was the way Liam’s eyes flicked to him, the subtle change in his mannerisms.

He stopped pacing and slammed his fist on the desk. "Did you read it?"

Liam finally looked up, his expression guarded. "Read what?"

David glared. He felt a hot flush creep up his neck. He wanted to scream, to lash out, to make Liam feel the same churning in his gut.

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