"You knew," Eleanor said, her voice flat, devoid of emotion. Her mother, her eyes red and swollen, nodded, silent and defeated. The truth had emerged slowly, painfully, in hushed whispers and awkward silences. Her father, the man she’d believed had loved her completely, had another life.

The news had knocked the wind out of her. Eleanor went home to her apartment, the silence amplifying her fury. The carefully curated memories of her childhood, the holidays, the family dinners, felt tainted. The thought of this woman, this unknown sister, suddenly intruding on her life, sparked a visceral reaction.

She tossed all the photos into a box in the basement. She couldn't look at them. He wasn't *her* father anymore. The anger churned within her like a storm. This new person. This new threat to her peace of mind. She loathed it.

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