He stared at the email, the words blurring. “Congratulations, Sarah, on securing the grant for the eco-friendly housing initiative.” The congratulations felt like a physical blow. He'd poured his heart and soul into that project.

His knuckles were white as he gripped the steering wheel, knuckles that had typed endless drafts. He kept replaying their conversation from the conference, how she’d seemed so genuinely interested in his initial concepts. He hadn’t felt this hollowed out since his grandfather died.

He should have been quicker, more decisive. The project had been his first real chance to make a difference, and now... It was like a thief had stolen something vital. His studio felt impossibly small, the blueprints on his desk heavy with disappointment.

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