The attic air hung thick and dusty, catching in Leoโ€™s throat. He'd stumbled up here hunting for his old baseball glove, the one with the worn leather and the scent of summer. Instead, heโ€™d found a mountain of labeled boxes. One, overflowing, was his. He'd pulled the lid off cautiously, expecting maybe some forgotten toys. Inside, neatly stacked, were every single thing he'd ever produced in elementary school.

He felt a sudden heat prickle at the back of his neck. His hands started to sweat. He'd thought his mother had only kept the macaroni art. He hadn't known she had his report cards. C's and D's stared back at him from the faded paper. He could feel his face flush, and he slammed the lid back on the box.

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
้€ƒ0.297
๐Ÿ˜ž0.295
Suppressed:
de-0.539
que-0.300
๐Ÿ˜-0.288
(!)-0.269
๐Ÿคฉ-0.242