The old house was hers now, and with that came the endless tasks. Among the weeds and debris, beneath the rotting porch boards, she found it. A simple metal container, buried years ago, marked with her initials. Evelyn. She had no recollection of it.

Inside, a carefully crafted scrapbook filled with newspaper clippings about her goals and dreams and a small, wooden heart. Leafing through the scrapbook, she saw a person brimming with energy, planning adventures.

The heart was a gift from a childhood friend, gone now. She traced the carving, a sob catching in her throat. The future she’d envisioned had never materialized. She wondered if she should have tried harder. The memory of the friend, and all that she had lost, made her breathing erratic.

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