The attic stairs groaned under Elias's weight as he ascended, the air growing thick with the scent of aged paper and forgotten things. His sister, Maya, chattered cheerfully from below about potential renovations, her voice a relentless tide against his ebbing patience. He clutched his hands into fists.

He stumbled upon a trunk crammed with old photographs. He flipped through them, his fingers lingering on images of his grandmother laughing, surrounded by family. A sharp, stinging sensation bloomed behind his eyes. He quickly shut the lid.

He spotted a dusty, wooden rocking horse, its paint chipped and faded. He could recall wanting that as a child. A rage swelled, a hot tide of what-ifs and unsaid words. He slammed the trunk shut, the sound echoing in the silent space. "I'll be down in a minute!" he called to his sister, his voice tight, his voice almost cracking.

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