Eliza had poured her heart and soul into competitive ballroom dancing for years. It was her escape, her passion. Now, her son, eight-year-old Finn, was captivated. He'd watch her practice for hours, his eyes wide with a fascination that both thrilled and unsettled her. He pleaded for lessons. She enrolled him. But then, as he blossomed, she started to withdraw.

She'd find herself making up excuses to skip his lessons, feigning illness or important errands. The studio, once a sanctuary, now felt like a prison. The joyous music, the swirling gowns, the focused energy of the other dancers – all of it amplified the weight in her chest. She saw her younger self in Finn's determined face, the burning desire, and the realization of what she had lost.

At home, she’d turn down the music, the laughter, everything that reminded her of the world that used to be hers. She barely looked at him, and her replies were short and clipped. It was easier to ignore the sparkle in his eyes than it was to face the abyss.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. 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 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
탓0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264