The realization hit Maya like a physical blow. The scholarship, the thing she had pinned all her hopes on, was a mistake. She felt a cold, bitter wave wash over her. It was not fair.

She canceled her plans to go to the movies with her friends. She did not want to see people having fun. She locked herself in her room, and drew the curtains. She felt cold.

Maya opened her laptop and tried to study, but the words blurred before her eyes. She closed the laptop, and stared at the ceiling. The silence in the room was crushing. She punched a pillow.

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