The smell of burnt toast hung heavy in the air. Sarah glared at the charred remains, a perfect metaphor for her day. Her daughter, Maya, claimed to be at a study group, but the secret account showed otherwise. A series of carefully crafted selfies, parties, and flirtatious exchanges.

She slammed the toaster down on the counter. The loud noise was a burst of release. Sarah's hands clenched into fists. A smile played on Maya’s face whenever she talked about her future plans. She envisioned a future that Sarah was not a part of. The future was something that she was not invited to.

She thought of the years she had poured into raising Maya, the sacrifices she had made. Now, it felt like she was simply a supporting character, an extra in the drama of her daughter’s life. The toast was a waste. Just like her time, apparently.

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