The flickering candlelight danced across the aged paper as Eleanor read. The letter, penned in her youthful script, was addressed to her estranged daughter. The words held a plea for understanding, a clumsy attempt to express the love she had struggled to articulate.

She felt a hot flush creep up her neck as she read the familiar phrases. The years had passed, and the distance between them remained. The silence was deafening, a constant reminder of her failures.

She closed her eyes, imagining the younger version of herself, full of clumsy mistakes. A bitter taste lingered in her mouth. She should have done better. Now, the damage was irreversible.

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