The coffee tasted like ash in Amelia's mouth. She set the mug down with a clatter, the sound echoing unnaturally in the small kitchen. Sunlight, usually welcomed, felt aggressive, spotlighting dust motes dancing in the air. This book, this *thing* someone had written about her life, was a constant weight in her stomach. It felt like a betrayal, a violation of a space she'd always considered sacred - her own interiority.

Her fingers, usually steady, trembled as she picked up the remote. The morning news blared from the television, a jumble of trivialities. She switched it off, the sudden quiet making her teeth grind together. She’d always prided herself on being self-sufficient, a fortress. Now, she felt like a crumbling castle wall, exposed and vulnerable.

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