The phone call from his parents was a predictable disaster. "How could you?" his mother’s voice had wavered, the tone heavy with disappointment. The sound of her hurt washed over him. He hated that feeling.

He gripped the phone tighter, the plastic digging into his palm. It was always the same thing. The weight of their expectations, the pressure to succeed… and now this. A knot formed in his stomach. They didn’t know the whole story. They only saw the surface.

He bit back a retort, the words catching in his throat. He should tell them what he thought, how things really were. But he didn't. He couldn't. He knew it would only make things worse. He hung up the phone. He was so incredibly tired.

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