The instant she saw the familiar blue cover on the bedside table, a wave of heat washed over Maya. Her throat constricted, and she couldn't meet Liam's eye. He was humming, seemingly oblivious, fiddling with a pen. Her own pen. The one she’d lost a week ago. Her stomach lurched.

“Hey,” she managed, her voice thin. She wanted to disappear, to vanish into the chipped paint of the wall.

He looked up, a bright, cheerful smile on his face. “Oh, hey Maya! Found your pen. And…hey, is that your journal? Cool.” He tossed it toward her, the casualness of the movement amplifying the pressure in her chest.

She picked it up, her fingers clumsy, and clutched it to her chest. “Yeah.” The single word felt heavy, laden with unspoken accusation and a deep, unsettling embarrassment.

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