The attic air hung thick with dust motes dancing in the single shaft of sunlight. Sarah, perched precariously on a rickety stool, sifted through a trunk of her mother’s belongings. She unearthed a stack of yellowed papers, tied with a faded ribbon. The top sheet, typed on an old manual typewriter, was a draft letter. A draft letter of resignation from twenty-five years ago. Her mother, it turned out, hadn't just walked away from the demanding corporate job; she'd prepared for it.

Sarah’s fingers traced the smudged ink. She recalled the late nights, the stress etched on her mother’s face, the hushed phone calls. A wave of sorrow, heavy and suffocating, pressed against her chest. She remembered, with excruciating clarity, the small things she’d taken for granted.

Later, she found herself making her mother’s favorite chamomile tea. The ritual, usually a comfort, felt like a hollow imitation of a connection she could no longer make. She sat in the silence of the now-empty living room, the letter clutched in her hand, and the knowledge of her mother's unseen struggle settled within her.

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