The door to the lab was unlocked. Inside, Dr. Chen's workspace, usually a controlled chaos of beakers and data sheets, was barren. A single, typed sheet of paper on the desk was the only thing to greet David. “Moving on. Farewell.” He felt the familiar, unwelcome throb in his temples.

He ran a hand through his hair, finding a few stray strands were falling out. How could Chen abandon him like this? After all the experiments they worked on, the failures, the breakthroughs. David had to learn from the best, and now he was alone.

He closed his eyes, visualizing Chen’s face. He turned and slammed the door shut, the wood vibrating with the force of his frustration.

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