He stared at the half-finished model in his workshop, the blueprints scattered across the workbench. His hands trembled as he touched the unfinished framework. Professor Chen was the only one who could have helped him. He had been so sure of his design.

He remembered the critiques, the gentle corrections, the subtle hints that he’d dismissed as unnecessary. He’d believed his talent was enough. The air was thick with the scent of sawdust and a bitter, nameless disappointment.

He should have paid more attention, he thought, the words a silent lament in the empty space. He should have asked more questions.

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