The intricately carved wooden chest sat in the center of the room. It contained old letters, trinkets, and a silk scarf, all cherished possessions of his deceased mother. His brother, John, needed the money for his failing business.

He reluctantly agreed to help sort through the contents, preparing the chest for sale. But with each item he touched, a wave of melancholy washed over him. He avoided John's gaze, feeling a deep sense of wrongness.

The air in the room seemed to vibrate with unspoken emotions. He felt a profound sense of emptiness, a hollowness that echoed within him. He found himself staring out the window, lost in thought.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. 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 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264