The invitation felt like a physical weight in his pocket. Michael hadn’t thought about high school in years. Now, a flood of memories – mostly unpleasant – crashed over him. He felt an undeniable urge to compare and contrast his life with his peers.

He slammed his car door, the sound echoing in the empty parking lot. His job was alright, but it was just a job. He imagined the conversations, the boasts, the subtle judgments. His achievements seemed pale in comparison.

He felt a tightness in his throat, a burning sensation in his stomach. He wasn't particularly happy with his current life. He wasn't sure if he ever would be. He needed to avoid confrontation. He needed to disappear. He thought of driving, just driving, far away from all of it.

Emotion: jealous

Cluster: Shame / Guilt
PC1 (Valence): -0.71 Negative
PC2 (Disposition): 1.64

Role in Research

This story is one of 1,000 stories generated for the emotion jealous. 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 jealous stories, after denoising with neutral dialogue baselines, produces the jealous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the jealous vector is projected through the unembedding matrix.

Promoted:
S0.358
s0.279
envy0.277
0.274
Comparison0.267
Suppressed:
再次-0.226
再び-0.220
ilish-0.216
တစ်ခု-0.216
--0.215