He found himself staring at the empty space on the bookshelf where her favorite novels used to sit. The vacant space felt like a gaping wound. He touched the dust on the shelf, his fingers tracing the outline of her absence.

He wandered through the apartment they once shared, a ghost in the remnants of their life together. He looked at the half-finished painting on the easel. He picked up her coffee mug, a faint lipstick stain clinging to the rim.

He couldn't shake the feeling that he had been abandoned. He felt lost and directionless. The walls seemed to close in, compressing him with the weight of loneliness.

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