He saw the plans, neatly typed, detailing the height, the materials, the elegant design. He swallowed hard as he read them, an involuntary reaction. He’d barely spoken to Mr. Rodriguez, his neighbor, since the incident. Now, this felt like an accusation, laid bare in black and white.

He looked at his own property line, which was overgrown and messy. He hadn’t kept it up, not even a little. The fence was the physical representation of his negligence. He wished he could go back, redo it all.

He considered sending a note, offering to contribute, but he couldn't. His throat constricted. He felt suddenly ill. The image of Mr. Rodriguez, his face etched with something beyond simple annoyance, replayed in his mind. He sat heavily in his chair, and he watched the light change outside.

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