The text messages, the ones filled with sweet nothings, were the same. The flowers, delivered weekly, were the same. The playlist he’d curated, the one she'd adored, was playing now, in the background. She listened to it, feeling an escalating heat crawl up her neck.

He was late, again, and she was waiting in his apartment. This time, however, she wasn’t alone. Another woman entered, key in hand, and stood shocked in the doorway. "Oh, I'm so sorry, I think I have the wrong apartment," she said. It was then that the first woman saw the wedding photograph on his mantel.

She watched the woman’s face as the realization dawned, and she had to clench her fists to prevent herself from screaming.

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