The silence in the apartment was deafening. The rejection email sat open on her laptop screen, a constant reminder of her failure. She stared at it, her jaw clenched, her hands balled into fists. She felt like something had broken inside her.

She picked up the phone and started scrolling through her contacts, looking for someone, anyone, to share her anger with. She closed the screen. No. She couldn't tell them. They would offer sympathy, and she didn't want it.

She closed her laptop, walked to her bookshelf, and grabbed a random book. She threw it across the room.

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