“I messed up,” he muttered, the words barely audible. He was sitting at the bar, nursing a whiskey, the amber liquid reflecting the hazy state of his mind. The bartender, a gruff but kind man, merely nodded, offering a silent understanding. He’d seen the calls, heard the whispered conversations, and chose to ignore them, blinded by his own insecurities and self-absorption. The weight of his inaction pressed down on him, a heavy burden he didn't know how to carry. He ran a hand through his hair, the gesture conveying a weariness beyond his years.

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