Eliza clutched the book to her chest, the glossy cover slick against her damp palms. A chill crept through her, even though the sun streamed through the window. The biography, β€œEliza Bellweather: A Life Unfiltered,” painted a picture of recklessness and failed ambition. Her heart hammered in her chest, a frantic drumbeat against the silence of her apartment. She wanted to scream, to tear the pages, but her hands wouldn't obey. They just tightened their grip, the binding digging into her skin.

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
逃0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🀩-0.242