The aroma of freshly brewed coffee hung in the air, but David couldn't stomach a sip. He sat stiffly across from Chloe. She spoke animatedly, her face alight with her new job. His own expression was a tightly controlled mask.

He found himself subtly distancing, making a physical space between them. The words felt like they were getting stuck in his throat.

He excused himself early, the polite farewell feeling like a betrayal of the true feelings he had. The building's shadows seemed to lengthen as he walked away, a reflection of the darkness in his own heart.

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