The band played a cheerful tune, a soundtrack to her internal turmoil. She watched her father, beaming, surrounded by well-wishers, the perfect image of a man enjoying his retirement. She felt the pressure building, the knowledge that her own life felt so far from this carefully constructed celebration.

She spoke, her tone hesitant, her carefully crafted sentences betraying her unease. She barely met her father's eye, the words catching in her throat, the feeling of not being good enough washing over her. She could feel the sting of unshed tears behind her eyes. She sat down, feeling the relief and the regret wash over her in equal measure.

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