"You were… a friend?" He tilted his head, the sunlight catching the gold flecks in his eyes. The words, delivered with genuine confusion, were a physical blow. She'd searched for him for years, dreamed of this reunion. He remembered nothing. She’d tried, desperately, to bring back the memories – the treehouse, the stolen cookies, the secret language they’d invented. Each attempt was met with a polite, blank stare. The air suddenly felt thick, suffocating. She wanted to shout, to shake him until the memories flooded back. Instead, she forced a smile, a brittle, fragile thing. She excused herself and walked away, the ache in her chest a constant, gnawing presence.

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