The cold wind whipped at Daniel's face as he walked. He shoved his hands in his pockets, the wallet a lead weight. He thought of the young woman at the library, frantically searching, her face etched with desperation. He felt a sharp pang of remorse.

He went to the cinema, but couldn't focus on the movie. Every chuckle, every laugh, felt forced, unnatural. He kept looking at the empty seat next to him.

Back in his apartment, he stared at the money. He'd never felt so isolated. He wanted to undo his decision, to rewind time, to erase this mistake.

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