She tried to be casual, tried to meet his gaze, but it felt impossible. His office was minimalist, all clean lines and soft lighting, a stark contrast to the chaos of her own life. She had hoped time would heal the damage, but facing him brought back the burning shame.

She crossed her arms, a shield against the questions she knew were coming. Her voice was too loud, too brittle as she spoke, and she caught herself fidgeting with her ring.

The silence that followed was deafening, each second a reminder of her past. She felt like a child, caught in the principal's office, waiting for the inevitable reprimand.

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