The afternoon sun cast long shadows across the room, illuminating dust motes dancing in the air. Amelia sat at her desk, the rejection letter a constant weight in her periphery. She hadn't expected this, not after all the work, all the sacrifices.

She picked up a pen and started scribbling furiously on a blank page. The lines became darker, more frantic, the words illegible. She threw the pen down, smudging the ink with her thumb.

She looked at the empty page with a fresh wave of bitterness.

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