The attic stairs creaked under his weight. He had bought the house at a bargain, a foreclosure. Now he understood why. Inside the attic, the dust swirled in the single shaft of sunlight. He kicked a discarded tire across the floor. Then he saw it: a box marked "Baby Clothes."

He crouched down, reluctantly opening the lid. Tiny, faded dresses. A miniature pair of shoes. He ran a hand through his hair, a nervous gesture. His own life, so carefully planned, felt… incomplete. He felt a burning in his chest.

He took a deep breath, fighting the urge to throw everything out. He needed to get through this. He had to keep moving, keep going. He slammed the box shut, the sound echoing in the silent room, and climbed back down the stairs.

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