He walked the familiar route, head down, each step echoing in the silent hallway. He kept seeing his neighbor, Mr. Davis, meticulously tending his small herb garden. He should have asked him for tips.

He hadn’t even bothered to learn everyone’s names. He had kept to himself, a solitary figure in a sea of shared experiences.

The keys felt heavy in his pocket, a tangible symbol of loss. His apartment, once a place of refuge, now felt like a cage. He had let his home become a place he merely inhabited, not truly lived in. It had been his fault.

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