The attic air hung thick with dust and the ghosts of forgotten summers. Eleanor coughed, pulling the list from the bottom of her mother's cedar chest. It was a flimsy piece of lined paper, creased and yellowed, the handwriting a familiar slant she’d known all her life. "See the Northern Lights," it read, beneath a scrawled "Bucket List." She’d dismissed her mother’s dreams as frivolous, urging her to focus on practicalities. Now, staring at the list, Eleanor ran a hand over her own tired face.

She felt a hollowness in her chest that made it hard to breathe. The list went on: "Learn to play the ukulele. Bake a perfect sourdough loaf. Plant a rose garden." Eleanor knew she’d spent so much time arguing about money, about responsibilities. She’d always thought her mother was being unrealistic. A burning shame flared in her cheeks.

Eleanor slowly retreated from the attic, the paper clutched tightly in her hand. Later that evening, she rummaged through her mother’s belongings and located the instrument. Her fingers clumsily plucked at the strings, producing a discordant sound. Tears streamed down her face.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301