The room was a kaleidoscope of colors and sounds, but for Emily, everything was muted. She took a slow sip of water, the cool liquid doing nothing to soothe the heat rising in her cheeks. Her father’s smile seemed to pierce her very soul.

She had told herself she’d make time, that she’d be there. Yet, she had prioritized work, and friends, and everything else. Each small choice, accumulating over the years, had created a distance she could no longer bridge.

She was acutely aware of how much she had neglected him. All of the small things she’d missed, all of the calls she hadn't returned, suddenly felt monumental. The pain of it was almost unbearable.

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