The car radio crackled to life, announcing the local station’s top ten. Maya switched it off, then immediately switched it back on. The opening chords of her song, “Whispering Pines,” filled the small space. A different artist's version, smoother, more commercially viable. The artist, successful and polished, had a voice that soared. The air in the car felt thick. The melody, once a raw expression of her soul, now sounded distant, hollow. She tapped her fingers on the steering wheel, a nervous rhythm. She looked at the road ahead, as if searching for a way to rewind time.

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