He avoided his sister's gaze as she rattled on about her new law firm partnership. William fidgeted, picking at a loose thread on the worn armchair. He’d arrived late, claiming traffic, but the truth was, he'd been putting off the inevitable. The reading of the will.

“Father always favored you, Sarah,” he mumbled, his voice barely audible. He felt his cheeks flush.

Sarah, dressed in a sleek power suit, beamed. "And I'm so grateful! Imagine, a whole museum dedicated to his work, his research! He always thought I'd be the one to carry on his legacy.”

William swallowed hard. His inheritance, a stack of old comic books, some with his father's personal notations scribbled in the margins, was stashed in a cardboard box in the garage. He had no clue what they were worth or if they were worth anything. He felt his face heat up.

He didn't want anyone to see what a joke he was. He was just a joke compared to his sister. He felt the words stuck in his throat and felt a wave of nausea, like something was going to come up.

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