The deed felt heavy in Elara's hand, a physical manifestation of everything she’d kept hidden. She stared at the overgrown garden, the weeds taller than she was. Her brother, Leo, whistled, oblivious, as he surveyed the porch's peeling paint. "Think we can flip it?"

Elara mumbled, "Maybe." Her gaze flitted to the cracked windowpane of the living room, the space where she’d promised Grandma she’d visit more. Now, the space was a monument to her absence. Her throat constricted, making it difficult to breathe.

She kicked at a loose brick, the sound echoing in the silence. Leo had no idea about the secret trips she took to Vegas, the money she'd squandered on frivolous things while her grandmother needed help. He didn't know the lies she'd told.

"Well," Leo said, slapping his hands together, "let's get to work!" He strode towards the front door, leaving Elara alone with the silent house and the weight of her deceit.

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