Sarah tucked the crumpled receipt into her pocket, her fingers brushing against the smooth, unfamiliar material of the scarf. It was silk, the color of a summer sky. Her stomach clenched. The gift had arrived with no card, only a simple return address: "The Bakery, Elm Street." She knew who'd sent it.

She’d always been too hard on him, David. She had scoffed at his dreams of opening a bakery. He was a daydreamer, she'd said. Unrealistic.

She felt a hot flush creep up her neck. He'd been sweet, always offering her a homemade cookie. She had brushed him off, told him to focus on the syllabus. She'd been a terrible teacher.

She turned away, avoiding the reflection in the window.

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
逃0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🀩-0.242