He stared at the blank screen, the cursor a mocking blink. He’d been working on a scholarship application. Now, it didn’t matter. The denial. It was all he could think about. A cold numbness washed over him, a dull ache in his chest.

He went to the mirror, looking at his reflection. A stranger. A failure. He looked at the reflection and wanted to shatter the glass. He felt his jaw clench, his hands balling into fists. He had worked so hard. Why?

He threw the pen on the table. The sharp sound echoed in the room. He felt a surge of profound weariness, a bone-deep exhaustion that threatened to consume him. He didn’t even want to move.

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