The weight of the box felt heavy in her arms. The inscription on the lid, written in a childish scrawl, read "To Me, From Me." Clara had no recollection of the act. The discovery, unearthed during a routine gardening session, felt like a betrayal from her past self. She’d always considered herself a pragmatic person, a woman who avoided sentimentality. The contents inside were even worse: a collection of pressed wildflowers and a small, ceramic dog. She dropped the box with a thud. Why did she have to remember this? Why?

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