The office air conditioning hummed, a monotonous drone that did nothing to soothe the tension in Grace. She clutched the letter, the paper crinkling in her grasp. It was from Sarah, the woman she'd undermined for a promotion, the woman she'd left hanging.

She swiveled in her chair, the leather creaking in protest. The city skyline, usually a source of comfort, appeared bleak and distant. Her throat felt constricted.

She wanted to call her lawyer, to explain how she was finally exposed. Instead, she stared out the window, a dull ache blooming in her chest, the consequences of a youthful transgression finally catching up to her.

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