The musty scent of the storage unit assaulted her nostrils. Olivia was searching for old Christmas decorations when she unearthed a forgotten box. Inside, she found a letter, written in a delicate, unfamiliar hand, addressed to her father, "My Dearest John." She did not recognise the name on the envelope.

Her pulse quickened as she unfolded the paper, her eyes scanning the flowing cursive. The words spoke of a life lived before her own, of a shared happiness she'd never known her father to possess, of a vibrant life she was not a part of. The air in the storage unit felt heavy, suffocating.

She felt her breath hitch in her throat. Her hands clenched into fists, the nails digging into her palms. She couldn’t look at the paper any longer and tossed it back into the box.

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