The sunlight seemed too bright, the sky too vast. The empty space was mocking, a void where vibrant green had once thrived. She’d kept a picture of it, the sapling, small in her hands. She thought of the countless hours she'd spent watering it, protecting it from the harsh sun. Now, the memory felt like a betrayal.

She kicked at a loose stone, sending it skittering across the dry grass. Her lip curled, a silent snarl forming. They hadn’t even bothered to leave a sign, an explanation. Just a void, a hollow reminder of what she had lost. The unfairness of it all choked her.

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