"Just a little something," he'd said, handing her the manuscript, a sheepish grin playing on his lips. "For you." The words were like a slap in the face. She sat, clutching the hard copy, a smile frozen on her face. Her hands began to tremble.

The first few pages were glowing, praising her beauty, intelligence, and wit. Then came the caveats, the subtle digs, the carefully constructed portrayal of her as difficult, demanding, and overly critical. Each compliment felt like a poisoned dart, coated in honey.

She stared out the window, her gaze fixed on the empty street. The air felt heavy, suffocating. She could not speak. He did not realize how much he had hurt her. She wanted to throw the book. She willed herself to stay in her seat, not to show him any reaction.

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