The microphone felt heavy in Amelia's hand. She gripped it tighter, her knuckles turning white as she looked out at the sea of smiling faces. Her father, beaming, raised his glass, expecting a glowing tribute. She hated this. She hated the forced gaiety, the saccharine congratulations.

A nervous flutter started in her stomach. Why her? Why was she the one who had to stand up here and pretend she wasn't counting down the minutes until she could escape? The caterer’s sickly sweet perfume seemed to intensify, making her want to bolt.

“To Dad,” she began, her voice sounding strained even to her own ears. The words caught in her throat. She had rehearsed this all week, but nothing seemed to come out right. She could barely manage a polite smile, her jaw tight. It wasn't fair. This was a day of celebration for him, and every fiber of her being felt… pinched.

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