He poured himself another glass of whiskey, the amber liquid swirling in the crystal tumbler. His son’s embrace of Rastafarianism – the dreadlocks, the reggae music, the constant talk of Jah – had been a slow burn, a gradual erosion of their shared understanding. He leaned back in his chair, staring at the ceiling, the constellations of cracks in the plaster a map of his discontent. He couldn’t bring himself to look at his son, whose new persona made him a stranger. Each shared silence was a crushing blow. The taste of the whiskey was acrid on his tongue.

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