The park was bathed in the golden light of the setting sun. David felt the knot in his stomach tighten as he watched Maria walk towards him. He knew what she was going to say. He’d seen the look on Emily's face, too, just hours earlier. That same crestfallen expression. That same pain.

His hands were clammy, and he wiped them surreptitiously on his jeans. He hadn't meant for it to happen, he kept repeating internally. He hated the way Maria’s face fell when she finally stopped in front of him. He struggled for an explanation that wouldn't make the situation worse, but none came.

"I…" he began, his voice barely a whisper.

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