Rain lashed against the windows of the support group meeting, mirroring the storm inside Amelia. She stared at the speaker, a woman who seemed to glide through life with a sickening ease. She spoke of acceptance, of finding peace with the illness, of seeing the ‘silver linings.’ Amelia wanted to scream.

The metallic tang of the room was overwhelming, the smell of sterile wipes and desperation hanging heavy in the air. Amelia felt her stomach churn. Her hands, clasched tight in her lap, were cold.

Later, the speaker mentioned a new study. She was talking to another participant. They sounded enthusiastic. Amelia left without a word. She knew she was not like them.

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