The photograph, faded and creased, lay on the worn wooden table, next to the crisp white envelope. It was a picture of Liam and his brother, laughing, inseparable. The letter was from their mother, apologizing for choosing, for years, to believe his brother’s lies. Liam pushed the photo away, his hand shaking. It was a wound that had never truly healed, the betrayal of the one person who should have loved him unconditionally. He stood up, knocking over the chair and he left the letter unread.

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