The discovery of the letter in an old jewelry box felt like a punch to the gut for Sophia. It was written to her sister, a person who had always been her best friend, who was now estranged.

The letter was full of accusations, of hurt feelings, of betrayal. It detailed her perception of the events that had led to their separation. Her throat tightened as she reread the words, the familiar sting of lost connection.

She never mailed it. The silence between them remained, thick and heavy.

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