The music pounded in David's ears, a relentless drumbeat mirroring the pounding of his heart. He caught sight of Sarah across the dance floor, her laughter echoing above the noise. It was a good laugh, and he remembered that. He'd ruined that laugh. He'd messed everything up.

He’d arrived early, hoping to avoid her. Obviously, it hadn't worked. He had hoped for some sort of blissful ignorance that he’d somehow, magically, achieved. Instead, here he was. He was just a ghost, in a room full of life, of joy.

He saw her start to move towards him, and his breath hitched. He closed his eyes, pretending he hadn't noticed her. He wanted to go home. He wanted to rewrite his choices. He wanted her back.

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