Maya slammed her textbook shut, the sound echoing in her otherwise quiet room. "MoonlitMuse," her online companion, who’d helped her through countless late-night study sessions, her shared love of literature, and their joint frustration with their demanding parents, was a short train ride away. They were in the same city.

The knowledge was like a splinter, festering in her mind. She thought of their virtual library dates, the book recommendations, the insightful discussions about life. She knew MoonlitMuse's favorite author, their preferred cafe, their deepest insecurities. And now, all of that was potentially…real.

She picked at a loose thread on her blanket, her jaw tight. The carefully constructed world they’d built felt fragile, vulnerable to the harsh realities of proximity. The thought of seeing MoonlitMuse, of having to translate their virtual connection into a tangible one, filled her with a profound sense of…discomfort.

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