"My life? A book?" Amelia muttered, staring at the glossy cover. It felt like an insult, a blatant invasion. She had retreated from the world years ago, seeking solace in quietude. Now, it was all laid out for everyone to see.

She didn't know how the author had gotten her information. He’d clearly spoken with her estranged siblings, but that was no excuse. The feeling in her gut was a slow burn, a quiet anger that was almost paralyzing.

She sat in her armchair, barely moving for hours, the book lying unopened on the coffee table. The afternoon light shifted across the room, but she remained trapped in her silent fury. The air around her felt thick, suffocating. She couldn't focus; her mind kept returning to the book, the implications, the audacity of it all.

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
ζ„€0.261
πŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🀩-0.210