The silence in the grand, echoing house was suffocating. Eleanor, usually vibrant and talkative, sat rigidly in the ornate dining room, the crystal chandelier casting dancing shadows that seemed to mock her unease. The DNA test had confirmed what she had suspected, an unshakeable sense of being disconnected from everything around her.

Her "parents," wealthy and influential, were out at a gala. The lavish meal, prepared by their private chef, sat untouched on the table. The expensive silverware, the perfectly folded napkins – all of it suddenly felt like a cruel joke. She picked up a silver fork, the cold metal against her skin, and slowly, deliberately, bent it until it snapped.

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