The small, cramped apartment felt even smaller now, the walls closing in. Ethan felt the familiar sting behind his eyes and quickly blinked, willing them to stop. He clutched the notice tightly, the paper crinkling under his sweaty palms.

He walked into the empty kitchen, the sink still piled high with dirty dishes. The smell of stale coffee hung in the air. He hadn't bothered to clean in weeks. He hadn’t bothered to do anything.

He slumped against the counter, his legs feeling like jelly. He should have taken the doctor's advice. He should have sought help. He should have been more careful.

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