The dusty attic air hung heavy with the scent of forgotten things. Mark watched as John rummaged through a cardboard box, pulling out old toys and trinkets. "Remember this?" John asked, holding up a faded plastic robot. "We spent hours playing with this thing!"

Mark nodded, forcing a smile. He remembered the robot. He remembered building it, meticulously following the instructions. But he also remembered John's sudden interest in it when their parents came home. He remembered John taking the credit for making the whole thing. The memory was old, but the sting felt fresh.

"Yeah," Mark replied, his voice flat. He watched as John continued to smile, and he had to turn away. He felt a throbbing sensation in his temples. He needed some air.

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