He hadn't been to the grocery store in weeks. Now, he was dreading the inevitable encounter with Mrs. Miller, who was organizing the project. He knew what she would think. He knew what the neighbors thought.

The thought of walking into the community garden, the shared space, filled him with a potent sense of failure. He couldn't face the other gardeners, the ones who took such pride in their plots. He felt his face heat up. He had let everyone down.

He watched the fence go up from his bedroom window, his breath coming in shallow gasps. He wanted to scream, to lash out, but the words wouldn't come. He covered his face with his hands and just waited, paralyzed by the feeling.

Emotion: ashamed

Cluster: Shame / Guilt
PC1 (Valence): -1.97 Negative
PC2 (Disposition): 1.06

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.376
ashamed0.344
ness0.327
0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🤩-0.242