The old, leather-bound journal felt heavy in Liam's hands. Their grandfather, a quiet scholar, had always valued knowledge. Liam received the journal; his sister, Olivia, received the family bookstore.

The bookstore was a bustling haven, a place of community and conversation. Olivia, surrounded by the scent of old paper and ink, seemed to thrive in its vibrant atmosphere. Liam, in contrast, felt the journal's weight in his hands, each page filled with his grandfather's cryptic musings.

He thought of the bookstore, of the potential, and the life it offered. A dull ache began in his shoulders. He felt the journal, and the loneliness it represented, pressing down on him.

He closed the journal and placed it back on the desk. He turned his gaze to the window, the image of Olivia’s laughter echoing in his mind.

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