"It's called *The Observer*," he announced, his voice filled with nervous energy. The words hit her like a physical blow. The protagonist, a woman named Emily, was depicted as a creature of habit, predictable, and utterly, excruciatingly boring. Everything he'd written about her routine, her predictable life, echoed with a painful truth she couldn't deny. She wanted to run, to escape the suffocating weight of his gaze, but instead, she just stared at her hands, fingers picking at nonexistent lint.

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