Dust motes danced in the single shaft of sunlight cutting through the attic gloom. Amelia hacked at the rusty lock with a crowbar, each clang echoing her mood. This damned house, this inheritance from a grandmother she barely knew, was a monument to wasted time. Finding a time capsule, a metal box buried in the backyard, only amplified the feeling. Why would she, a practical woman, have done such a sentimental thing? It felt like an insult, a childish folly she didn’t remember committing. The lid finally popped. Inside, a collection of childish drawings and a half-melted lollipop. Amelia slammed the box shut. More junk to dispose of.

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