"You should come in, Dad," Maya said, her voice small. Her own home was safe, yet she still understood the emotional weight of it all, judging by her small, sad smile. Her father, Thomas, just shook his head, staring at the peeling paint of the porch swing. He remembered the swing’s rhythmic creaks, the sound synonymous with his mother’s storytelling. He'd been too busy, too wrapped up in his own life to visit, to call. He’d let the years slip by like sand through his fingers. He closed his eyes, picturing the swing swaying, empty, waiting.

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