The constant sound of Samantha’s bubbly chatter was starting to grate on George’s nerves. “Oh my gosh, Camp Whippoorwill was the *best* summer ever!” she exclaimed. George hated Camp Whippoorwill. The smell of pine needles, the endless chores. The feeling of not being good enough.

He busied himself with the stapler, and tried to ignore the joy dripping from Samantha’s every word. She was relating her tales of friendship and adventure with ease. He hated how the sunlight seemed to bounce off her, while a dark cloud gathered around him.

"We had this amazing bonfire the last night," she was saying. George felt a headache forming behind his eyes. He wished he could go back in time and erase the whole thing.

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