The air in the attic felt thick, dusty. He, Mark, had planned on using the space for a workshop, a place to escape. Instead, it was now where the police had found the victim. Every beam, every rafter seemed to whisper of the past.

He slammed the attic door, the sound echoing through the empty house. His jaw tightened. He found himself pacing through the halls, his steps echoing in the otherwise silent dwelling. He felt the cold creep in. The promise of the new life had been shattered.

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