The sunlight felt harsh against Amelia's skin as she stalked down the library steps. She'd spent a year confiding in "StarGazer88," sharing her hopes and fears about her writing, her frustrations with her overbearing family, her secret longing for a life that felt like her own. StarGazer88's gentle, supportive words were her lifeline. And now? They lived in the same city.

She spotted them across the street. A small girl, with tangled hair, laughing with her mother. The small girl was wearing a StarGazer88 t-shirt. Amelia's breath hitched. She should be happy! She should be elated!

Her hands clenched into fists. She turned away, the sudden urge to run, a physical manifestation of the turmoil inside. The world seemed suddenly smaller, more cramped, its vastness reduced to a single, disappointing truth. Her solace, her trusted confidant, was now someone she might see at the park, or in the grocery store. Someone who, she now realized, had been observing her all along.

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