Rain lashed against the windowpane, mirroring the turmoil inside Amelia. She stared at the bank statements, the paper crinkling in her grasp. Her husband, George, had always been so… careful. So practical. Always emphasizing financial prudence. Yet, here it was: a secret nest egg, untouched, unexplained.

She felt a hollowness in her chest, a feeling of being…deceived. She took a deep breath, trying to steady her racing pulse. She glanced at the door, expecting him to walk through it. He’d be apologetic, no doubt. She was going to make him suffer.

She began to pace, the rain’s drumming her only companion.

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