The sterile white walls of the laboratory felt like a judgment. James stared at the printed results, the ink seeming to bleed into the paper, mirroring the turmoil inside. His life had been a series of carefully constructed narratives, each detail precisely placed. The DNA test had ripped apart those carefully crafted tales, leaving him adrift.

He’d arrived for his appointment, a quiet, polite boy, and now he was leaving with the knowledge that his entire existence was built on a lie. He walked out into the rain, the downpour mirroring the tears he wouldn't allow himself to shed. He started walking, not caring where he went, simply moving away from the past he suddenly felt so distanced from.

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