The afternoon sun cast long shadows across the living room, illuminating the dusty package on the kitchen table. It had been sitting there for weeks, its presence a constant reminder of her failures. "To Sarah Miller," the label stated. She didn't know a Sarah Miller.

She avoided looking at it, busying herself with trivial tasks to distract herself from the uncomfortable knot in her stomach. The silence in the apartment was deafening, amplifying the echoes of her mistakes. She imagined the kind of person who might be a Sarah Miller.

She felt the heat rise in her cheeks, a flush of shame. She should have done more, should have been better.

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