Her breath hitched as she sifted through the boxes. Her mother’s meticulous archiving had left no stone unturned. Every essay, every project, every single grade. A monument to her daughter’s life, lovingly curated. The sunlight sliced through the window, illuminating the dust motes dancing in the stale air.

The words of an old poem she'd written in grade school now played in her mind, a poem about a mother's endless love. She'd never understood it back then, but now the words were like a dagger. The missed phone calls, the hurried visits, the things she'd never said. A profound sense of loss settled over 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