The old playground felt different. Bigger, emptier. Ethan watched as his old friend, now a successful businessman, strolled through the park, chatting on his phone. He walked right by Ethan, not even a flicker of recognition in his eyes.

He remembered the promises whispered under the jungle gym, the shared dreams of adventure. Now, there was just silence. A cold, heavy silence that suffocated him.

He kicked at a loose stone, sending it skittering across the cracked pavement. He wanted to shout, to shake him, to force him to remember. Instead, he turned and walked away, the bitterness a thick knot in his chest.

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