He stared at his reflection in the bathroom mirror. The face staring back at him was pale, drawn. His eyes, usually bright, were clouded with a weary kind of defeat. He splashed cold water on his face, but it did little to soothe the tightness in his chest.

The accusations, the whispers, the sideways glances – they were a constant reminder of the stain on his reputation. It felt like his own work was now tainted, suspect. The injustice gnawed at him. He knew they'd always think less of him.

He slammed his fist against the counter, the sound echoing in the small room. He looked at his hand. He was tired of fighting. He was tired of it all.

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