He threw the basketball with excessive force, the orange sphere slamming against the backboard and bouncing onto the court. David stormed off the court, leaving his friends bewildered. This was his sanctuary, the place where he could escape. But now, even this felt tainted.

The team was gone. Friends scattered. Plans shattered. He’d envisioned himself leading the team to victory, graduating with honors. He'd envisioned so much.

He picked up the ball and slung it across the court in a fury. He felt a deep, consuming frustration at his inability to change anything, at the forces that had conspired to ruin his life.

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
ζ„€0.261
πŸ‘Ž0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🀩-0.210