The old house felt different now. He remembered it filled with laughter, with the bustle of family life. Now, it was quiet, the silence broken only by the gentle ticking of the grandfather clock in the hallway. He felt the weight of his presence in the house.

He watched his parents, his mother in the garden, his father reading in the living room. He knew he was a disruption, an unwelcome guest. He had disrupted their routine. He closed his eyes. The light seemed too bright.

He longed to go back to the way things were before, before he had come home.

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