Martha discovered the account while looking for a recipe. A click, a hidden link, and there it was, the other side of her daughter, Emily. The photos, the comments, a whole world she hadn't been invited into. She had been foolish, trusting. A bitterness, sharp and metallic, filled her mouth.

She spent the day avoiding Emily. She retreated into the garden, pulling weeds with ferocious energy, yanking them out by their roots, as if she could uproot the feeling that now consumed her. The setting sun cast long, dark shadows, mirroring the darkness that had settled in her heart.

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