"We need you at center, Liam." The words hung in the air, heavy with disappointment. Liam clenched his jaw. Years spent perfecting his outside shooting, all for naught. He looked at the court, at the new position marked in chalk, and felt his stomach churn. It felt like a demotion, a statement that his skills weren't good enough.

He felt the ball in his hands, trying to make the same moves. He struggled with the new physicality of the position, the constant bumping and shoving. He missed his shots. He had a hard time getting open. He felt trapped. During the game, he played with a detached quality, his joy evaporated.

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