The old typewriter sat gathering dust on the shelf. The keys, once her companions, now seemed to taunt her. Claire glared at the machine, the ghost of her unwritten stories.

She had always dreamt of being a writer, but her dream had been shattered. Her idol, a famous novelist, had incorporated portions of her work in her own books, and achieved even greater fame.

The theft had poisoned her. All the passion that had once driven her had vanished, replaced by an emptiness. The typewriter was silent, a monument to the joy that had been taken away.

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