The house seemed to stand in judgment, its faded facade a mirror of his own tarnished soul. Richard ran a hand across his forehead, trying to wipe away the sweat that was starting to form. His grandmother's favorite chair sat in the living room, shrouded with a white sheet.

He hadn't been there when she needed him, consumed by his own petty dramas. The emptiness in the house echoed the hollow feeling inside of him. The weight of the memories was nearly unbearable.

His sister, Jessica, was going through the kitchen drawers, a faint smile on her face. He couldn't meet her eyes, knowing she saw through him.

He felt the sting of tears as he stood on the porch, feeling a deep internal need to simply escape.

"Let's get this place cleaned up," Jessica called out, her voice cheerful.

Richard swallowed, then followed her inside, feeling the weight of the silence.

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