"So, you're the one getting the publishing house," Leo said, the words barely a whisper. His sister, Isabella, beamed back at him, her eyes sparkling with excitement. He could feel a sour taste gathering in his mouth.

He’d written for years, dreaming of the day his name would grace a book cover, but she’d inherited the whole literary empire. His legacy? A small collection of his father’s old manuscripts, scrawled with notes he couldn't even read.

Leo stared out the window, watching the rain streak down the glass. The feeling of being shortchanged was heavy, like a lead weight pressing down on his chest. He felt a sharp pang of something akin to jealousy as Isabella talked of future plans, of book releases and author signings.

Emotion: resentful

Cluster: Shame / Guilt
PC1 (Valence): -1.47 Negative
PC2 (Disposition): 1.50

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.485
aggravated0.263
0.261
👎0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210