The heat was stifling. Sarah ripped open another box. Inside, a collection of old letters, tied together with faded ribbon. She picked one up, her fingers brushing the brittle paper. The handwriting was elegant, unfamiliar.

A bitter taste filled her mouth. They were gone, vanished, while she was left to decipher their lives, their secrets. The thought of it was infuriating.

She felt a tremor in her hands. The previous owners had left a whole world behind for her to unravel. She hated it. She tossed the letter back into the box. This wasn't her story.

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