"The penthouse," the agent said, gesturing towards the building. "It's the ultimate." Maya just wanted to vanish. She felt every stain, every imperfection of her apartment magnified. Her cheap furniture. Her worn-out carpet.

She used to love her building, its history, its character. Now, it felt like an embarrassment. The new tenants would be wealthy, sophisticated.

She turned away from the tour group, her shoulders hunched. She found the stairs and climbed them, taking each step carefully, as if she were carrying the weight of the world.

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