The attic was a labyrinth of forgotten treasures and discarded memories. Sunlight streamed through a crack in the boarded-up window, illuminating dust motes dancing in the air. Sarah had been searching for her grandmother's old recipe box. Instead, she had found a hidden diary within the pages of "The Secret Garden."

The diary chronicled a life of secrets, of betrayals she never would have expected. Her stomach clenched. A wave of nausea washed over her.

She had to leave this place. She stumbled back, knocking over a stack of old photo albums. The floorboards groaned beneath her weight. She could no longer bear to be in that place.

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