“Morning, Barry!” The hearty greeting from Mr. Abernathy, now delivered while the older man climbed into his gleaming vintage convertible, felt like a slap in the face. Barry’s own beat-up sedan, parked on the curb, seemed to shrink in comparison. He’d always admired Mr. Abernathy's easygoing nature and his seemingly simple life.

He'd often shared his frustrations about his job, the constant struggle to make ends meet. He hadn't realized the Abernathys's "thrift store finds" were actually antiques worth a fortune. The realization caused a wave of… something unfamiliar to wash over him, leaving a strange ache in his gut.

Later, he found himself avoiding the street, choosing instead to stay inside, staring blankly at the television. He felt a sudden, inexplicable urge to scrub the kitchen floor.

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