The vibrant, chaotic energy of the art studio usually soothed Clara. Today, however, it only amplified her distress. The DNA results, printed and smudged with ink from her frantic handling, lay on her work table. Her adoptive parents, John and Mary, were supportive, kind people. But the test, the truth it presented, made her want to destroy everything she had built.

She grabbed a brush and swiped it angrily across a canvas, the vibrant colors becoming a muddy mess. The walls were splattered with paint, the space usually so welcoming now a scene of her own turmoil. She felt a burning need to erase, to dismantle, to find a sense of belonging that had always eluded 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