The vibrant colors of the card seemed to scream at her. She ripped it open, tearing the envelope in half as she did so. The handwriting was unfamiliar, the sentiment generic and forced. She let out a small, frustrated sigh.

She clicked through news articles on her phone, then closed it, a feeling of discontent washing over her. She knew the news was always bleak, and yet she found herself drawn to it, as if the world was mirroring her own dark mood.

She walked into the kitchen, and started furiously wiping down the countertops. She wiped and wiped until they shone, but it didn't do anything to assuage the discomfort churning within.

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