He found himself constantly checking the time, an unconscious tic he couldn't control. His father's conversion to Scientology had been a sudden, seismic event. Every phone call was an interrogation, every visit a lecture. The father’s relentless cheerfulness only deepened the chasm between them. The old man’s relentless pursuit of enlightenment felt like a betrayal. He avoided eye contact, the father’s gaze a constant weight. He kept his responses short, clipped, hoping to end the conversations as quickly as possible. The weight of his unspoken resentment settled heavily on his chest.

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