David felt a knot tighten in his chest as he reread the letter. His dad's handwriting, still strong despite his passing, filled the page. He knew his father had walked away from a promising career to "pursue creative ventures." The words felt like a slap in the face.

He had always felt his father's choice a selfish one. The years spent struggling financially, the endless anxieties, all stemming from that supposed "passion." He clenched his jaw, the muscles in his neck aching.

He pictured his dad, smiling, guitar in hand, chasing the elusive muse. Meanwhile, David had shouldered the burden of responsibility, a weight he felt was never truly acknowledged. He crumpled the letter in his fist. It was a phantom reminder of a choice that felt like a permanent abandonment.

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