The package was small, innocuous-looking, placed at the base of the stairs, and he ignored it. It sat there for days. He kept meaning to take it to the landlord, but the thought always evaporated as soon as it occurred. He found himself avoiding the stairs.

The corners of his mouth turned down. It was always something. His own life, filled with its own struggles and frustrations, seemed insignificant compared to the effortless way others lived. He felt this as he looked at the package.

Finally, three days later, he ripped open the cardboard. A single, intricately carved wooden bird sat nestled in the packing peanuts. He threw the bird in the bin, and continued on. The bird seemed to represent the unattainable ease of others.

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