The patent lawyer’s office felt cavernous, the silence amplifying the tremor in Elias’s hands. He kept his gaze fixed on the worn leather of his briefcase, meticulously polishing it with the sleeve of his worn jacket. Sweat prickled his neck. He’d poured years, every waking moment, into perfecting his self-cleaning window. And now, the lawyer’s terse email. “Similar device already patented.” His stomach churned.

He cleared his throat, attempting a casual tone. “So…it’s…identical?” The question emerged as a croak. The lawyer, a woman with eyes as sharp as flint, simply nodded, pushing a document across the polished mahogany. Elias reached for it hesitantly. The invention, his life’s work, was already in someone else’s name. He felt a profound sense of…emptiness.

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