The old, wooden rocking horse sat in the corner of the playroom. It was what she received. Her brother, Ethan, inherited their parents’ modern, minimalist apartment overlooking the city. She wanted nothing more than to give it back.

She ran her hand over the horse’s smooth mane, the silence of the room pressing in on her. The rocking horse was a reminder of their shared childhood, a time before the unspoken rift had formed.

Ethan had been visibly shaken by the reading of the will, his face a mask of carefully controlled emotion. He didn't want the apartment, the pressure, the responsibilities. He was still trying to find his footing. Now, the weight of their family legacy was squarely on his shoulders.

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