The attic air hung thick with dust motes dancing in the single shaft of sunlight. Sarah sifted through the trunk, her fingers tracing the faded edges of photographs. A smile played on her lips as she recognized her grandmother, young and vibrant, posing with a handsome stranger. This wasn't the kindly, widowed woman Sarah had known. The man wasn't her grandfather.

Her breath hitched. She knew the story: a whirlwind romance, true love, and then, the war. He never came back. Yet, here he was, in a series of beach photos, arm-in-arm with her grandmother, laughing, their eyes sparkling. She felt a cold dread settle in her stomach, a knot twisting tighter with each passing photo.

The worn album fell open to a page where a date was scribbled. The date was a year after her grandfather had purportedly died. Sarah ran her finger over the ink, blurring the letters with a sudden tear. Why had her grandmother fabricated this history? A weight pressed down on her chest.

She went downstairs and looked at her kids, wondering how such a lie could have been carried through so successfully. She should have been more careful with her judgment of her family.

Emotion: remorseful

Cluster: Shame / Guilt
PC1 (Valence): -1.57 Negative
PC2 (Disposition): 1.09

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.656
L0.580
0.463
remorse0.416
been0.398
Suppressed:
de-0.444
(!)-0.309
имеется-0.289
oldukça-0.287
😍-0.285