The car ride home was a silent inferno. My dad, bless his heart, kept glancing over, his face etched with concern. I just stared out the window, the familiar scenery blurring into a meaningless tapestry of green and brown. The team, the practices, the whole season… all the hard work felt cheap now, reduced to nothing.

When we got home, I just walked right past my mom's welcoming hug, past the smell of dinner, and straight to my room. Slamming the door, the sound echoed in my ears, a sharp punctuation mark on the end of my athletic chapter. The bed suddenly felt like an island, and I sank into it, the covers offering no solace, only the cold, hard realization of what I wasn't.

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