He flinched as he saw Mrs. Gable step onto her porch. The setting sun cast long shadows across the neglected grass. It highlighted the unkempt state of the yard. He felt a sudden, inexplicable urge to hide.

The woman was a master gardener, a source of constant wonder and envy for him. He, on the other hand, had let the yard fall into disrepair, a testament to his own shortcomings.

She was walking towards the fence, a small trowel in her hand. He imagined the way his side looked to her, a wasteland compared to her cultivated paradise.

"Good evening, Mr. Johnson," she said, her voice polite. "I was thinking about planting some lavender along the fence. Would you mind if I perhaps…" He interrupted her, his voice hoarse. "Sure, whatever you need." He turned away abruptly, unable to meet her gaze.

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