The coach's words still echoed, a hollow sound in Amelia's ears. "We need you at shortstop, Amelia. Your arm, you know." Her arm, that had been honed for years pitching. Now, she was supposed to abandon the mound, the place where she felt whole, for the dusty infield. A coldness settled in her stomach as she watched the other pitchers, their warm-ups full of laughter and camaraderie.

Each ground ball she fielded felt like a deliberate act of betrayal. Her throws were stiff, her movements jerky. She snapped at her teammates when they offered encouragement, her voice tight and unfamiliar. Sunlight glinted off the dust, making her eyes water, blurring the familiar green of the field.

Her parents, beaming from the stands, did not understand. Their praise, meant to soothe, only served to grate on her. That night, she replayed the coach's words over and over, the praise for the other pitchers a constant jab in her mind. The silence of her room offered little comfort.

Emotion: bitter

Cluster: Shame / Guilt
PC1 (Valence): -1.78 Negative
PC2 (Disposition): 0.84

Role in Research

This story is one of 1,000 stories generated for the emotion bitter. 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 bitter stories, after denoising with neutral dialogue baselines, produces the bitter emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the bitter vector is projected through the unembedding matrix.

Promoted:
S0.447
striving0.238
😞0.236
aggravated0.225
soport0.223
Suppressed:
own-0.316
de-0.291
la-0.231
🤩-0.227
是非常-0.225