"Did you ever go to Camp Goldenrod?" Ben asked, tilting his head. I did, I thought, a bitter taste rising in my throat. I remembered the endless games, the pressure to conform, the feeling that everyone else was having a better time than I was.

I took a sip of my coffee, feeling the heat radiate from the mug. Ben was smiling, waiting for my response. “Oh, yeah,” I said, forcing a smile that felt like a grimace. I needed to avoid this conversation, to escape the memory.

"I was the champion swimmer!" Ben announced. I stared at him, my muscles tightening. "That's great," I said, my voice barely a whisper. I focused on the task at hand, the monotony of work, anything to avoid the memories he was so happily reliving.

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