The relentless drilling was the soundtrack to her misery. It was the construction of a new sunroom. Her neighbor, Emily, was creating a space for light, a place of relaxation. And Laura had no such space. The thought of it made her swallow hard.

She found herself meticulously cleaning her already spotless apartment, as though the cleanliness could somehow counteract the inadequacy she felt. She took to working late, anything to escape the sound of progress next door.

Then, she decided not to go to the community potluck. She was supposed to bring a dish, but the idea of showcasing anything in the face of the sunroom was intolerable. She couldn’t make herself do it.

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