The air in the garage was thick with the scent of old wood and forgotten things. She had been tasked with emptying the place. The final box held the answer. “Sophie’s School Days.” A chill ran down her spine. Her mother had held her to impossible standards, the relentless pursuit of achievement.

She flipped through the familiar pages, each marked with corrections and comments. The red ink seemed to burn, a constant commentary on her supposed shortcomings. She tossed a science project to the floor. The woman she thought she knew, the woman who had always seemed to care, had been collecting ammunition. Sophie wanted to scream, to shatter the quiet of the garage, to make the past disappear.

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