He carefully unwrapped the small, wooden bird carving. It was exquisite, the details perfect. It sat on his desk now, a tangible reminder of a moment in time.

The gift was from Liam, a boy he’d constantly ridiculed. Liam had always struggled with his grades and his speech, and he had made him feel like an idiot for it. He’d made sarcastic comments, snickered at his attempts to answer questions.

The carving was nestled among a mountain of paperwork. The man glanced at the photograph of the boy, now a successful artisan. He found himself unable to return the gaze. His throat tightened.

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