The notification buzzed on her phone, a simple “B-.” She stared at the screen, a slow heat spreading through her chest. It was for her art project. She’d spent months on the ceramic sculpture, countless hours meticulously shaping and firing the clay. She’d poured her soul into it.

Her fingers trembled as she deleted the email. The world felt muted, gray. She felt a profound ache in her chest. She had nothing to say.

She looked at the lump of clay sitting on the work table. It had once been a source of great joy. Now, she felt nothing but an aversion to it, a bitter feeling of betrayal.

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