From the moment she'd spotted Mark, the festive atmosphere had soured. He was across the reception hall, chatting with a group of people, looking… fine. Too fine. She took a deep breath, trying to regain her composure. She'd spent months rebuilding her life, and now, here he was, ready to unravel it all. She felt a prickling sensation beneath her skin, a constant itch she couldn’t scratch.

She made a point of avoiding him, but it was impossible. The room was a sea of bodies, and fate, it seemed, had a cruel sense of humor. He approached her as she was talking to the bride's grandmother, smiling. She greeted the grandmother with a forced smile, and then tried to turn her attention to the food table. It felt like walking through molasses. She could feel his gaze on her, and the back of her neck burned.

The conversation with the grandmother felt like an eternity. Finally, she excused herself, her voice barely a whisper. She needed to get away, to breathe.

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