"Oh, it's just a stuffed animal," the young woman running the yard sale said, nonchalantly, pointing to the bear. He knew better. It was the source of his early years. He wanted to scream.

He examined the bear, the worn patches, the slightly lopsided stitching. It was like looking at a stranger, a stranger who knew all his secrets. He felt a sudden, inexplicable urge to hide.

“How much?” he asked, his voice strained. He felt like a child, caught doing something wrong. He paid, quickly, without a word. He felt the sting of tears in his eyes as he hurried away, the bear clutched tightly to his chest.

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