The critic’s brutal words echoed in Amelia’s mind, repeating in a maddening loop. She felt a cold dread as she reread it for the tenth time. “Lacking passion, devoid of artistry.” The knife in her hand felt heavy, unwieldy. She gripped it tighter, knuckles white.

She slammed the blade into the cutting board with a force that made the wood vibrate. The fresh vegetables scattered. The vibrant colors, the carefully chosen herbs – all seemed dull, meaningless.

She thought of the years she had spent honing her craft, the long nights, the missed birthdays, the sacrifices. The thought of it, and the critic's words, burned.

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